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[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/--c9_lXDKXU.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "540", "style": "rule" }
{ "reward_type": "numeric", "answer": "540", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "category", "existence", "existence", "arithmetic" ], "question_id": "--c9_lXDKXU_hq000", "video_id": "--c9_lXDKXU" }
--c9_lXDKXU
540
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/--c9_lXDKXU.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "294", "style": "rule" }
{ "reward_type": "numeric", "answer": "294", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "existence", "existence", "existence", "arithmetic" ], "question_id": "--c9_lXDKXU_hq001", "video_id": "--c9_lXDKXU" }
--c9_lXDKXU
294
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/--c9_lXDKXU.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "49", "style": "rule" }
{ "reward_type": "numeric", "answer": "49", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "action", "setting", "existence", "arithmetic" ], "question_id": "--c9_lXDKXU_hq003", "video_id": "--c9_lXDKXU" }
--c9_lXDKXU
49
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/--c9_lXDKXU.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "20", "style": "rule" }
{ "reward_type": "numeric", "answer": "20", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "cooccur", "setting", "arithmetic" ], "question_id": "--c9_lXDKXU_hq004", "video_id": "--c9_lXDKXU" }
--c9_lXDKXU
20
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/--c9_lXDKXU.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "635", "style": "rule" }
{ "reward_type": "numeric", "answer": "635", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "setting", "cooccur", "cooccur", "color", "arithmetic" ], "question_id": "--c9_lXDKXU_hq006", "video_id": "--c9_lXDKXU" }
--c9_lXDKXU
635
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/--nCap_mJxE.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "27", "style": "rule" }
{ "reward_type": "numeric", "answer": "27", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "color", "setting", "setting", "arithmetic" ], "question_id": "--nCap_mJxE_hq000", "video_id": "--nCap_mJxE" }
--nCap_mJxE
27
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/--nCap_mJxE.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "87", "style": "rule" }
{ "reward_type": "numeric", "answer": "87", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "category", "existence", "category", "arithmetic" ], "question_id": "--nCap_mJxE_hq007", "video_id": "--nCap_mJxE" }
--nCap_mJxE
87
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-5-wyWA2zvA.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "34", "style": "rule" }
{ "reward_type": "numeric", "answer": "34", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "existence", "color", "cooccur", "arithmetic" ], "question_id": "-5-wyWA2zvA_hq000", "video_id": "-5-wyWA2zvA" }
-5-wyWA2zvA
34
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-5-wyWA2zvA.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "32", "style": "rule" }
{ "reward_type": "numeric", "answer": "32", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "category", "existence", "arithmetic" ], "question_id": "-5-wyWA2zvA_hq003", "video_id": "-5-wyWA2zvA" }
-5-wyWA2zvA
32
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-5-wyWA2zvA.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "9", "style": "rule" }
{ "reward_type": "numeric", "answer": "9", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "existence", "cooccur", "existence", "arithmetic" ], "question_id": "-5-wyWA2zvA_hq004", "video_id": "-5-wyWA2zvA" }
-5-wyWA2zvA
9
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-75FOeBPEqw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "208", "style": "rule" }
{ "reward_type": "numeric", "answer": "208", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "action", "color", "color", "category", "arithmetic" ], "question_id": "-75FOeBPEqw_hq000", "video_id": "-75FOeBPEqw" }
-75FOeBPEqw
208
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-75FOeBPEqw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "198", "style": "rule" }
{ "reward_type": "numeric", "answer": "198", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "setting", "cooccur", "existence", "arithmetic" ], "question_id": "-75FOeBPEqw_hq001", "video_id": "-75FOeBPEqw" }
-75FOeBPEqw
198
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-75FOeBPEqw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "24", "style": "rule" }
{ "reward_type": "numeric", "answer": "24", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "action", "setting", "category", "arithmetic" ], "question_id": "-75FOeBPEqw_hq004", "video_id": "-75FOeBPEqw" }
-75FOeBPEqw
24
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-92bZbUtPaw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "58", "style": "rule" }
{ "reward_type": "numeric", "answer": "58", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "setting", "category", "color", "cooccur", "arithmetic" ], "question_id": "-92bZbUtPaw_hq001", "video_id": "-92bZbUtPaw" }
-92bZbUtPaw
58
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-92bZbUtPaw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "37", "style": "rule" }
{ "reward_type": "numeric", "answer": "37", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "color", "cooccur", "cooccur", "arithmetic" ], "question_id": "-92bZbUtPaw_hq002", "video_id": "-92bZbUtPaw" }
-92bZbUtPaw
37
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-92bZbUtPaw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "38", "style": "rule" }
{ "reward_type": "numeric", "answer": "38", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "cooccur", "category", "existence", "arithmetic" ], "question_id": "-92bZbUtPaw_hq004", "video_id": "-92bZbUtPaw" }
-92bZbUtPaw
38
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-92bZbUtPaw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "112", "style": "rule" }
{ "reward_type": "numeric", "answer": "112", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "existence", "setting", "arithmetic" ], "question_id": "-92bZbUtPaw_hq006", "video_id": "-92bZbUtPaw" }
-92bZbUtPaw
112
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-BYnneI3c44.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "282", "style": "rule" }
{ "reward_type": "numeric", "answer": "282", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "action", "setting", "existence", "arithmetic" ], "question_id": "-BYnneI3c44_hq003", "video_id": "-BYnneI3c44" }
-BYnneI3c44
282
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-BYnneI3c44.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "64", "style": "rule" }
{ "reward_type": "numeric", "answer": "64", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "cooccur", "setting", "color", "arithmetic" ], "question_id": "-BYnneI3c44_hq004", "video_id": "-BYnneI3c44" }
-BYnneI3c44
64
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-BYnneI3c44.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "7", "style": "rule" }
{ "reward_type": "numeric", "answer": "7", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "setting", "existence", "existence", "arithmetic" ], "question_id": "-BYnneI3c44_hq005", "video_id": "-BYnneI3c44" }
-BYnneI3c44
7
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-BYnneI3c44.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "12", "style": "rule" }
{ "reward_type": "numeric", "answer": "12", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "action", "setting", "color", "arithmetic" ], "question_id": "-BYnneI3c44_hq007", "video_id": "-BYnneI3c44" }
-BYnneI3c44
12
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-C93akugKh8.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "260", "style": "rule" }
{ "reward_type": "numeric", "answer": "260", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "setting", "color", "existence", "arithmetic" ], "question_id": "-C93akugKh8_hq004", "video_id": "-C93akugKh8" }
-C93akugKh8
260
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-C93akugKh8.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "240", "style": "rule" }
{ "reward_type": "numeric", "answer": "240", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "action", "action", "cooccur", "arithmetic" ], "question_id": "-C93akugKh8_hq005", "video_id": "-C93akugKh8" }
-C93akugKh8
240
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-C93akugKh8.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "290", "style": "rule" }
{ "reward_type": "numeric", "answer": "290", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "category", "category", "action", "setting", "arithmetic" ], "question_id": "-C93akugKh8_hq007", "video_id": "-C93akugKh8" }
-C93akugKh8
290
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-DOf7o1MOos.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "88", "style": "rule" }
{ "reward_type": "numeric", "answer": "88", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "cooccur", "action", "existence", "action", "arithmetic" ], "question_id": "-DOf7o1MOos_hq002", "video_id": "-DOf7o1MOos" }
-DOf7o1MOos
88
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-DOf7o1MOos.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "165", "style": "rule" }
{ "reward_type": "numeric", "answer": "165", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "setting", "existence", "action", "arithmetic" ], "question_id": "-DOf7o1MOos_hq004", "video_id": "-DOf7o1MOos" }
-DOf7o1MOos
165
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-DOf7o1MOos.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "136", "style": "rule" }
{ "reward_type": "numeric", "answer": "136", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "category", "setting", "setting", "arithmetic" ], "question_id": "-DOf7o1MOos_hq005", "video_id": "-DOf7o1MOos" }
-DOf7o1MOos
136
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-DOf7o1MOos.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "1764", "style": "rule" }
{ "reward_type": "numeric", "answer": "1764", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "action", "color", "category", "arithmetic" ], "question_id": "-DOf7o1MOos_hq007", "video_id": "-DOf7o1MOos" }
-DOf7o1MOos
1764
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-FMHYyn4WCk.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "51", "style": "rule" }
{ "reward_type": "numeric", "answer": "51", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "color", "existence", "existence", "color", "arithmetic" ], "question_id": "-FMHYyn4WCk_hq000", "video_id": "-FMHYyn4WCk" }
-FMHYyn4WCk
51
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-FMHYyn4WCk.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "2280", "style": "rule" }
{ "reward_type": "numeric", "answer": "2280", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "color", "color", "color", "action", "arithmetic" ], "question_id": "-FMHYyn4WCk_hq002", "video_id": "-FMHYyn4WCk" }
-FMHYyn4WCk
2280
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-FMHYyn4WCk.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "270", "style": "rule" }
{ "reward_type": "numeric", "answer": "270", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "category", "setting", "arithmetic" ], "question_id": "-FMHYyn4WCk_hq003", "video_id": "-FMHYyn4WCk" }
-FMHYyn4WCk
270
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-FMHYyn4WCk.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "3536", "style": "rule" }
{ "reward_type": "numeric", "answer": "3536", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "category", "action", "category", "arithmetic" ], "question_id": "-FMHYyn4WCk_hq004", "video_id": "-FMHYyn4WCk" }
-FMHYyn4WCk
3536
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-FMHYyn4WCk.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "195", "style": "rule" }
{ "reward_type": "numeric", "answer": "195", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "cooccur", "color", "setting", "arithmetic" ], "question_id": "-FMHYyn4WCk_hq005", "video_id": "-FMHYyn4WCk" }
-FMHYyn4WCk
195
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-FMHYyn4WCk.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "21", "style": "rule" }
{ "reward_type": "numeric", "answer": "21", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "cooccur", "existence", "existence", "arithmetic" ], "question_id": "-FMHYyn4WCk_hq006", "video_id": "-FMHYyn4WCk" }
-FMHYyn4WCk
21
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-FMHYyn4WCk.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "22", "style": "rule" }
{ "reward_type": "numeric", "answer": "22", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "action", "setting", "existence", "arithmetic" ], "question_id": "-FMHYyn4WCk_hq007", "video_id": "-FMHYyn4WCk" }
-FMHYyn4WCk
22
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-IBFxeIVWog.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "374", "style": "rule" }
{ "reward_type": "numeric", "answer": "374", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "action", "existence", "cooccur", "arithmetic" ], "question_id": "-IBFxeIVWog_hq000", "video_id": "-IBFxeIVWog" }
-IBFxeIVWog
374
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-IBFxeIVWog.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "12", "style": "rule" }
{ "reward_type": "numeric", "answer": "12", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "cooccur", "color", "arithmetic" ], "question_id": "-IBFxeIVWog_hq001", "video_id": "-IBFxeIVWog" }
-IBFxeIVWog
12
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-IBFxeIVWog.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "231", "style": "rule" }
{ "reward_type": "numeric", "answer": "231", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "setting", "existence", "category", "arithmetic" ], "question_id": "-IBFxeIVWog_hq003", "video_id": "-IBFxeIVWog" }
-IBFxeIVWog
231
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-IBFxeIVWog.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "94", "style": "rule" }
{ "reward_type": "numeric", "answer": "94", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "existence", "action", "color", "cooccur", "arithmetic" ], "question_id": "-IBFxeIVWog_hq004", "video_id": "-IBFxeIVWog" }
-IBFxeIVWog
94
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-JoaYIriE5s.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "49", "style": "rule" }
{ "reward_type": "numeric", "answer": "49", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "setting", "color", "setting", "setting", "arithmetic" ], "question_id": "-JoaYIriE5s_hq000", "video_id": "-JoaYIriE5s" }
-JoaYIriE5s
49
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-JoaYIriE5s.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "274", "style": "rule" }
{ "reward_type": "numeric", "answer": "274", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "action", "category", "setting", "arithmetic" ], "question_id": "-JoaYIriE5s_hq001", "video_id": "-JoaYIriE5s" }
-JoaYIriE5s
274
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-JoaYIriE5s.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "44", "style": "rule" }
{ "reward_type": "numeric", "answer": "44", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "setting", "cooccur", "action", "arithmetic" ], "question_id": "-JoaYIriE5s_hq002", "video_id": "-JoaYIriE5s" }
-JoaYIriE5s
44
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-JoaYIriE5s.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "33", "style": "rule" }
{ "reward_type": "numeric", "answer": "33", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "existence", "action", "color", "arithmetic" ], "question_id": "-JoaYIriE5s_hq004", "video_id": "-JoaYIriE5s" }
-JoaYIriE5s
33
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-JoaYIriE5s.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "28", "style": "rule" }
{ "reward_type": "numeric", "answer": "28", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "color", "color", "category", "arithmetic" ], "question_id": "-JoaYIriE5s_hq007", "video_id": "-JoaYIriE5s" }
-JoaYIriE5s
28
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-Kv4pVuo9Hc.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "17", "style": "rule" }
{ "reward_type": "numeric", "answer": "17", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "color", "existence", "existence", "arithmetic" ], "question_id": "-Kv4pVuo9Hc_hq000", "video_id": "-Kv4pVuo9Hc" }
-Kv4pVuo9Hc
17
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-Kv4pVuo9Hc.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "540", "style": "rule" }
{ "reward_type": "numeric", "answer": "540", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "existence", "setting", "color", "arithmetic" ], "question_id": "-Kv4pVuo9Hc_hq002", "video_id": "-Kv4pVuo9Hc" }
-Kv4pVuo9Hc
540
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-Kv4pVuo9Hc.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "300", "style": "rule" }
{ "reward_type": "numeric", "answer": "300", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "existence", "action", "existence", "arithmetic" ], "question_id": "-Kv4pVuo9Hc_hq003", "video_id": "-Kv4pVuo9Hc" }
-Kv4pVuo9Hc
300
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-Kv4pVuo9Hc.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "1375", "style": "rule" }
{ "reward_type": "numeric", "answer": "1375", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "color", "color", "existence", "existence", "arithmetic" ], "question_id": "-Kv4pVuo9Hc_hq007", "video_id": "-Kv4pVuo9Hc" }
-Kv4pVuo9Hc
1375
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-Lo6kR2f_bY.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "84", "style": "rule" }
{ "reward_type": "numeric", "answer": "84", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "existence", "color", "arithmetic" ], "question_id": "-Lo6kR2f_bY_hq001", "video_id": "-Lo6kR2f_bY" }
-Lo6kR2f_bY
84
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-Lo6kR2f_bY.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "101", "style": "rule" }
{ "reward_type": "numeric", "answer": "101", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "action", "existence", "setting", "action", "arithmetic" ], "question_id": "-Lo6kR2f_bY_hq003", "video_id": "-Lo6kR2f_bY" }
-Lo6kR2f_bY
101
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-QA4220xXH8.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "60", "style": "rule" }
{ "reward_type": "numeric", "answer": "60", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "action", "setting", "existence", "arithmetic" ], "question_id": "-QA4220xXH8_hq001", "video_id": "-QA4220xXH8" }
-QA4220xXH8
60
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-QA4220xXH8.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "34", "style": "rule" }
{ "reward_type": "numeric", "answer": "34", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "setting", "category", "setting", "arithmetic" ], "question_id": "-QA4220xXH8_hq002", "video_id": "-QA4220xXH8" }
-QA4220xXH8
34
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-QA4220xXH8.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "180", "style": "rule" }
{ "reward_type": "numeric", "answer": "180", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "setting", "action", "category", "color", "arithmetic" ], "question_id": "-QA4220xXH8_hq004", "video_id": "-QA4220xXH8" }
-QA4220xXH8
180
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-QA4220xXH8.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "57", "style": "rule" }
{ "reward_type": "numeric", "answer": "57", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "cooccur", "color", "arithmetic" ], "question_id": "-QA4220xXH8_hq005", "video_id": "-QA4220xXH8" }
-QA4220xXH8
57
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-QA4220xXH8.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "3952", "style": "rule" }
{ "reward_type": "numeric", "answer": "3952", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "existence", "cooccur", "category", "arithmetic" ], "question_id": "-QA4220xXH8_hq006", "video_id": "-QA4220xXH8" }
-QA4220xXH8
3952
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-QA4220xXH8.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "148", "style": "rule" }
{ "reward_type": "numeric", "answer": "148", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "cooccur", "existence", "action", "arithmetic" ], "question_id": "-QA4220xXH8_hq007", "video_id": "-QA4220xXH8" }
-QA4220xXH8
148
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-QYOfLlUmbY.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "140", "style": "rule" }
{ "reward_type": "numeric", "answer": "140", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "setting", "action", "existence", "setting", "arithmetic" ], "question_id": "-QYOfLlUmbY_hq002", "video_id": "-QYOfLlUmbY" }
-QYOfLlUmbY
140
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-QYOfLlUmbY.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "570", "style": "rule" }
{ "reward_type": "numeric", "answer": "570", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "color", "setting", "color", "arithmetic" ], "question_id": "-QYOfLlUmbY_hq003", "video_id": "-QYOfLlUmbY" }
-QYOfLlUmbY
570
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-QYOfLlUmbY.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "30", "style": "rule" }
{ "reward_type": "numeric", "answer": "30", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "cooccur", "setting", "action", "arithmetic" ], "question_id": "-QYOfLlUmbY_hq005", "video_id": "-QYOfLlUmbY" }
-QYOfLlUmbY
30
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-QYOfLlUmbY.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "578", "style": "rule" }
{ "reward_type": "numeric", "answer": "578", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "setting", "cooccur", "setting", "action", "arithmetic" ], "question_id": "-QYOfLlUmbY_hq007", "video_id": "-QYOfLlUmbY" }
-QYOfLlUmbY
578
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-ReJZfM4DsE.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "46", "style": "rule" }
{ "reward_type": "numeric", "answer": "46", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "setting", "setting", "setting", "action", "arithmetic" ], "question_id": "-ReJZfM4DsE_hq000", "video_id": "-ReJZfM4DsE" }
-ReJZfM4DsE
46
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-ReJZfM4DsE.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "188", "style": "rule" }
{ "reward_type": "numeric", "answer": "188", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "cooccur", "setting", "color", "arithmetic" ], "question_id": "-ReJZfM4DsE_hq001", "video_id": "-ReJZfM4DsE" }
-ReJZfM4DsE
188
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-ReJZfM4DsE.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "52", "style": "rule" }
{ "reward_type": "numeric", "answer": "52", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "existence", "action", "category", "color", "arithmetic" ], "question_id": "-ReJZfM4DsE_hq002", "video_id": "-ReJZfM4DsE" }
-ReJZfM4DsE
52
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-ReJZfM4DsE.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "221", "style": "rule" }
{ "reward_type": "numeric", "answer": "221", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "setting", "action", "existence", "arithmetic" ], "question_id": "-ReJZfM4DsE_hq003", "video_id": "-ReJZfM4DsE" }
-ReJZfM4DsE
221
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-ReJZfM4DsE.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "62", "style": "rule" }
{ "reward_type": "numeric", "answer": "62", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "setting", "setting", "category", "color", "arithmetic" ], "question_id": "-ReJZfM4DsE_hq005", "video_id": "-ReJZfM4DsE" }
-ReJZfM4DsE
62
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-ReJZfM4DsE.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "146", "style": "rule" }
{ "reward_type": "numeric", "answer": "146", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "color", "cooccur", "action", "arithmetic" ], "question_id": "-ReJZfM4DsE_hq007", "video_id": "-ReJZfM4DsE" }
-ReJZfM4DsE
146
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-S5bWp-CD9I.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "31", "style": "rule" }
{ "reward_type": "numeric", "answer": "31", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "cooccur", "cooccur", "action", "arithmetic" ], "question_id": "-S5bWp-CD9I_hq001", "video_id": "-S5bWp-CD9I" }
-S5bWp-CD9I
31
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-S5bWp-CD9I.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "36", "style": "rule" }
{ "reward_type": "numeric", "answer": "36", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "category", "cooccur", "arithmetic" ], "question_id": "-S5bWp-CD9I_hq002", "video_id": "-S5bWp-CD9I" }
-S5bWp-CD9I
36
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-S5bWp-CD9I.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "35", "style": "rule" }
{ "reward_type": "numeric", "answer": "35", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "existence", "setting", "arithmetic" ], "question_id": "-S5bWp-CD9I_hq005", "video_id": "-S5bWp-CD9I" }
-S5bWp-CD9I
35
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-S5bWp-CD9I.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "429", "style": "rule" }
{ "reward_type": "numeric", "answer": "429", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "cooccur", "cooccur", "color", "color", "arithmetic" ], "question_id": "-S5bWp-CD9I_hq006", "video_id": "-S5bWp-CD9I" }
-S5bWp-CD9I
429
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-S5bWp-CD9I.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "207", "style": "rule" }
{ "reward_type": "numeric", "answer": "207", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "color", "setting", "category", "arithmetic" ], "question_id": "-S5bWp-CD9I_hq007", "video_id": "-S5bWp-CD9I" }
-S5bWp-CD9I
207
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-WwaFvsN_Io.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "456", "style": "rule" }
{ "reward_type": "numeric", "answer": "456", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "category", "category", "color", "setting", "arithmetic" ], "question_id": "-WwaFvsN_Io_hq000", "video_id": "-WwaFvsN_Io" }
-WwaFvsN_Io
456
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-WwaFvsN_Io.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "707", "style": "rule" }
{ "reward_type": "numeric", "answer": "707", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "color", "color", "existence", "action", "arithmetic" ], "question_id": "-WwaFvsN_Io_hq001", "video_id": "-WwaFvsN_Io" }
-WwaFvsN_Io
707
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-WwaFvsN_Io.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "198", "style": "rule" }
{ "reward_type": "numeric", "answer": "198", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "category", "setting", "color", "arithmetic" ], "question_id": "-WwaFvsN_Io_hq003", "video_id": "-WwaFvsN_Io" }
-WwaFvsN_Io
198
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-WwaFvsN_Io.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "2873", "style": "rule" }
{ "reward_type": "numeric", "answer": "2873", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "cooccur", "setting", "existence", "arithmetic" ], "question_id": "-WwaFvsN_Io_hq005", "video_id": "-WwaFvsN_Io" }
-WwaFvsN_Io
2873
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-WwaFvsN_Io.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "182", "style": "rule" }
{ "reward_type": "numeric", "answer": "182", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "cooccur", "category", "arithmetic" ], "question_id": "-WwaFvsN_Io_hq006", "video_id": "-WwaFvsN_Io" }
-WwaFvsN_Io
182
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-_DIsZzfEgo.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "37", "style": "rule" }
{ "reward_type": "numeric", "answer": "37", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "cooccur", "existence", "action", "category", "arithmetic" ], "question_id": "-_DIsZzfEgo_hq000", "video_id": "-_DIsZzfEgo" }
-_DIsZzfEgo
37
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-_DIsZzfEgo.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "161", "style": "rule" }
{ "reward_type": "numeric", "answer": "161", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "existence", "existence", "action", "arithmetic" ], "question_id": "-_DIsZzfEgo_hq004", "video_id": "-_DIsZzfEgo" }
-_DIsZzfEgo
161
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-_DIsZzfEgo.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "203", "style": "rule" }
{ "reward_type": "numeric", "answer": "203", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "category", "color", "action", "arithmetic" ], "question_id": "-_DIsZzfEgo_hq005", "video_id": "-_DIsZzfEgo" }
-_DIsZzfEgo
203
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-_DIsZzfEgo.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "163", "style": "rule" }
{ "reward_type": "numeric", "answer": "163", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "color", "action", "setting", "arithmetic" ], "question_id": "-_DIsZzfEgo_hq006", "video_id": "-_DIsZzfEgo" }
-_DIsZzfEgo
163
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-_f2USp2dLw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "1817", "style": "rule" }
{ "reward_type": "numeric", "answer": "1817", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "setting", "existence", "color", "color", "arithmetic" ], "question_id": "-_f2USp2dLw_hq000", "video_id": "-_f2USp2dLw" }
-_f2USp2dLw
1817
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-_f2USp2dLw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "176", "style": "rule" }
{ "reward_type": "numeric", "answer": "176", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "color", "existence", "arithmetic" ], "question_id": "-_f2USp2dLw_hq002", "video_id": "-_f2USp2dLw" }
-_f2USp2dLw
176
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-_f2USp2dLw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "28", "style": "rule" }
{ "reward_type": "numeric", "answer": "28", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "setting", "action", "arithmetic" ], "question_id": "-_f2USp2dLw_hq005", "video_id": "-_f2USp2dLw" }
-_f2USp2dLw
28
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-_f2USp2dLw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "122", "style": "rule" }
{ "reward_type": "numeric", "answer": "122", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "setting", "category", "action", "arithmetic" ], "question_id": "-_f2USp2dLw_hq006", "video_id": "-_f2USp2dLw" }
-_f2USp2dLw
122
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-_f2USp2dLw.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "2895", "style": "rule" }
{ "reward_type": "numeric", "answer": "2895", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "setting", "color", "action", "action", "arithmetic" ], "question_id": "-_f2USp2dLw_hq007", "video_id": "-_f2USp2dLw" }
-_f2USp2dLw
2895
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-aOjs1phlOg.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "95", "style": "rule" }
{ "reward_type": "numeric", "answer": "95", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "existence", "existence", "category", "cooccur", "arithmetic" ], "question_id": "-aOjs1phlOg_hq002", "video_id": "-aOjs1phlOg" }
-aOjs1phlOg
95
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-aOjs1phlOg.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "42", "style": "rule" }
{ "reward_type": "numeric", "answer": "42", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "setting", "setting", "action", "arithmetic" ], "question_id": "-aOjs1phlOg_hq006", "video_id": "-aOjs1phlOg" }
-aOjs1phlOg
42
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-aOjs1phlOg.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "130", "style": "rule" }
{ "reward_type": "numeric", "answer": "130", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "color", "color", "cooccur", "arithmetic" ], "question_id": "-aOjs1phlOg_hq007", "video_id": "-aOjs1phlOg" }
-aOjs1phlOg
130
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-cSSe-_zLw8.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "215", "style": "rule" }
{ "reward_type": "numeric", "answer": "215", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "action", "color", "existence", "existence" ], "question_id": "-cSSe-_zLw8_hq001", "video_id": "-cSSe-_zLw8" }
-cSSe-_zLw8
215
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-cSSe-_zLw8.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "14", "style": "rule" }
{ "reward_type": "numeric", "answer": "14", "answer_type": "numeric", "num_hops": 3, "hop_types": [ "cooccur", "cooccur", "arithmetic" ], "question_id": "-cSSe-_zLw8_hq004", "video_id": "-cSSe-_zLw8" }
-cSSe-_zLw8
14
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-k9DrpEXdPc.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "481", "style": "rule" }
{ "reward_type": "numeric", "answer": "481", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "cooccur", "cooccur", "cooccur", "action", "arithmetic" ], "question_id": "-k9DrpEXdPc_hq000", "video_id": "-k9DrpEXdPc" }
-k9DrpEXdPc
481
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-k9DrpEXdPc.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "544", "style": "rule" }
{ "reward_type": "numeric", "answer": "544", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "cooccur", "setting", "color", "existence", "arithmetic" ], "question_id": "-k9DrpEXdPc_hq005", "video_id": "-k9DrpEXdPc" }
-k9DrpEXdPc
544
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-k9DrpEXdPc.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "642", "style": "rule" }
{ "reward_type": "numeric", "answer": "642", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "color", "category", "color", "cooccur", "arithmetic" ], "question_id": "-k9DrpEXdPc_hq007", "video_id": "-k9DrpEXdPc" }
-k9DrpEXdPc
642
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-l51Raicc5I.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "101", "style": "rule" }
{ "reward_type": "numeric", "answer": "101", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "color", "action", "category", "cooccur", "arithmetic" ], "question_id": "-l51Raicc5I_hq000", "video_id": "-l51Raicc5I" }
-l51Raicc5I
101
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-l51Raicc5I.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "1521", "style": "rule" }
{ "reward_type": "numeric", "answer": "1521", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "cooccur", "cooccur", "existence", "arithmetic" ], "question_id": "-l51Raicc5I_hq001", "video_id": "-l51Raicc5I" }
-l51Raicc5I
1521
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-l51Raicc5I.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "314", "style": "rule" }
{ "reward_type": "numeric", "answer": "314", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "setting", "color", "category", "action", "arithmetic" ], "question_id": "-l51Raicc5I_hq002", "video_id": "-l51Raicc5I" }
-l51Raicc5I
314
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-l51Raicc5I.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "44", "style": "rule" }
{ "reward_type": "numeric", "answer": "44", "answer_type": "numeric", "num_hops": 4, "hop_types": [ "setting", "setting", "action", "arithmetic" ], "question_id": "-l51Raicc5I_hq003", "video_id": "-l51Raicc5I" }
-l51Raicc5I
44
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-l51Raicc5I.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "91", "style": "rule" }
{ "reward_type": "numeric", "answer": "91", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "color", "category", "existence", "existence", "arithmetic" ], "question_id": "-l51Raicc5I_hq005", "video_id": "-l51Raicc5I" }
-l51Raicc5I
91
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-l51Raicc5I.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "28", "style": "rule" }
{ "reward_type": "numeric", "answer": "28", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "action", "category", "category", "existence", "arithmetic" ], "question_id": "-l51Raicc5I_hq007", "video_id": "-l51Raicc5I" }
-l51Raicc5I
28
[ { "role": "system", "content": "You are a careful reasoning assistant. ALWAYS respond in this EXACT format:\n\n<think>step-by-step reasoning</think>\n<answer>\\boxed{final_answer}</answer>\n\nWrap reasoning in <think>...</think> and the final answer in <answer>\\boxed{...}</answer>. No text outside these ta...
[]
[ { "type": "video", "video": "file:///scratch/users/astar/ares/suns1/trung/videoreason/video_res/videos/-l8BmvjKepM.mp4", "fps": 1, "max_frames": 24, "min_pixels": 3136, "max_pixels": 100000 } ]
video_multihop_prototype
video_multihop_reasoning
{ "ground_truth": "199", "style": "rule" }
{ "reward_type": "numeric", "answer": "199", "answer_type": "numeric", "num_hops": 5, "hop_types": [ "category", "action", "cooccur", "color", "arithmetic" ], "question_id": "-l8BmvjKepM_hq001", "video_id": "-l8BmvjKepM" }
-l8BmvjKepM
199
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HopChain v3.4 — multi-hop video reasoning with verifiable answers (1080p)

7,900 multi-hop video questions over 1,730 videos, each with an integer ground-truth answer that is checkable by rule (no LLM judge at train time). Built for RLVR training.

Each question chains several conditional-predicate hops. A hop observes one robust categorical fact about a scene (existence / colour / category / action / setting) and a binary rule turns it into a number — if <fact> then A else B — and the numbers are aggregated with + - * into a single verifiable integer. Because which branch fires is never stated, the question cannot be answered without watching the video.


⚠ Read this before using the data

1. The corpus is a MIXED caption oracle. 144 of 1,818 videos (7.9%) were captioned by Qwen3.5-122B-A10B; the other 1,674 by Qwen3.5-397B-A17B-FP8. This was forced, not chosen: the 397B has 32 attention heads, so vLLM accepts only TP ∈ {2,4,8}, and at TP=4 its 406 GB of weights need 101.5 GB/GPU — over an 80 GB card. One node in the cluster had 7 healthy GPUs and could not host it in any configuration. The captioner is stamped per video in _caption_meta.model (see captions/captions_1080p.jsonl), so the subset is identifiable. Filter or audit it before any cross-video comparison.

2. Generation never sees a frame. The caption is the pipeline's only ground truth. A caption that fabricates poisons every question built on it. That is why resolution mattered so much (below) — but it also means residual caption errors are the dominant remaining source of label noise.

3. The graders were sampled (temperature 0.7), not greedy. The keep/drop verdict is reproducible (per-request seeds) but not deterministic-by-design.


The headline finding: 360p was the ceiling, not the captioner

Earlier work on this corpus concluded that a 397B captioner fabricated more on-screen text than a smaller 122B. That conclusion was an artifact of resolution. At 640×360, distant signs, watermarks and brand text are physically unresolvable — every model was guessing at a blur.

Clean A/B — same model, same prompt, same segment boundaries; resolution the only variable — on 9 concrete on-screen-text probes (word-boundary matched):

Qwen3.5-397B-A17B-FP8 reads correctly misreads stays silent
@ 360p 1 6 2
@ 1080p 4 1 4

Fixed by resolution alone: Southern MissSouthern Utah; CornstockComstock; SLOW AREAREST AREA. A fabricated MIAMI and a phantom HUD number 0397 both vanish — at 1080p the model goes silent rather than inventing, which is the failure mode that actually matters.


The metric this dataset optimises: blind_solver_rate

blind_solver_rate = accuracy of a solver that never watches the video and always takes the same branch. It is the number to keep low.

version then_rate (healthy 0.35–0.65) blind_solver_rate keepers/video
v3.1 (360p) 0.939 0.839 3.47
v3.2 (360p) 0.627 0.261 1.76
v3.4 (this release, 1080p) 0.507 0.133 4.47

then_rate 0.507 is a near-perfect 50/50 split (all-THEN 0.133 vs all-ELSE 0.126) → no branch bias.

Answer diversity: 964 distinct answers; the modal answer covers only ~1.3% of rows, so a constant-guess baseline scores ~1.3%. The 13.3% blind-solver figure comes from branch strategy, not from answers being guessable.

⚠ Do NOT credit resolution for the yield gains

Judge survival rose 30.8% → 59.6% between v3.2 and v3.4, but six things changed (caption source, generator 122B→397B, 6→8 candidates/video, greedy→sampled decoding, a batched-rewrite refactor, corpus size). Per-candidate drop rates:

drop code v3.2 (360p) v3.4 (1080p) Δ mostly attributable to
wrong_branch 52.7% 23.4% −29.4pp generator strength + fix-loop
answer_mismatch 54.6% 25.4% −29.2pp generator strength + fix-loop
not_stated 8.8% 2.7% −6.1pp caption fidelity
unfaithful_quote 18.0% 15.0% −3.1pp caption fidelity
attachment_error 0.3% 1.5% +1.2pp ← counter-signal
caption-fidelity codes combined 27.1% 19.1% −8.0pp resolution

The headline −29pp is generator strength, not resolution. Resolution's isolated contribution is the −8.0pp on caption-fidelity codes. attachment_error rose: richer captions describe more objects, so there are more chances to mis-attach an attribute.


Contents

path what
data/train-*.parquet 7,900 keepers. verl RLVR schema: prompt, videos, reward_model (ground_truth), extra_info, plus flattened answer and video_id.
captions/captions_1080p.jsonl 1,818 videos × segment-level captions — the oracle. Carries _caption_meta (model, max_pixels, fps, max_frames), so the mixed-oracle subset is auditable.

Videos are not mirrored here. They are already public at Choiszt/video_res under videos_1080p/. Join on video_id.

Integrity (verified, 300-video sample / 1,331 rows)

  • ground truth empty: 0
  • ground truth is a plain integer: 100% — the verifiable-answer invariant
  • rows carrying a video reference: 100%

How it was built

caption → gen → judge → too-easy, on 8× DGX (H100-80GB).

stage model detail
caption Qwen3.5-397B-A17B-FP8 (TP=8) + Qwen3.5-122B-A10B (TP=4, 144 videos) native 1080p (max_pixels=2073600, nothing downscaled), fps=1, ≤24 frames/segment
gen + rewrite Qwen3.5-397B-A17B-FP8 8 candidates/video; rewrite assigns per-hop polarity, de-circularises scene refs, LLM fact-checks each condition against the caption
judge Qwen3.6-27B the only semantic gate — arithmetic is evaluated in code, never by the model, and the judge is never shown the target answer
too-easy Qwen3.5-9B solves each question 8× on the full video; drops it if solved every time

Funnel: 1,818 videos → 13,938 candidates → 8,313 judge survivors (59.6%) → 7,900 keepers. 51 videos (2.8%) yielded no candidates and are recorded, not silently dropped.

Sampling (Qwen recipe): temperature=0.7, top_p=0.8, top_k=20, min_p=0.0, repetition_penalty=1.0. presence_penalty is split by output type1.5 on prose captions (it fixes runaway repetition), 0.0 on every JSON stage (there it penalises re-emitting the very keys each hop requires, and malformed JSON silently costs candidates).

Known gaps

  • 53 of the original 1,871 videos have no 1080p source → excluded (a 360p subset would reintroduce a mixed-resolution oracle).
  • 51 videos yielded 0 candidates (2.8%) — ordinary generation/parse misses, not context overflow (verified: their caption-length distribution matches the successes).

Citation

Derived from the video corpus of Choiszt/video_res.

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