{ "status": "complete_eight_seed_comparison", "sources": { "LongVideo-Reason": { "common_questions": 396, "added_by_visual_and_type_rerank": { "questions": 104, "eligible_questions": 104, "complete_questions": 104, "hard_0_to_3": 16, "success_fraction": 0.8305288461538461 }, "replaced_qa_only": { "questions": 104, "eligible_questions": 104, "complete_questions": 104, "hard_0_to_3": 22, "success_fraction": 0.7211538461538461 } }, "ReWatch": { "common_questions": 377, "added_by_visual_and_type_rerank": { "questions": 32, "eligible_questions": 32, "complete_questions": 32, "hard_0_to_3": 10, "success_fraction": 0.6953125 }, "replaced_qa_only": { "questions": 32, "eligible_questions": 32, "complete_questions": 32, "hard_0_to_3": 11, "success_fraction": 0.60546875 } }, "Video-HopChain": { "common_questions": 345, "added_by_visual_and_type_rerank": { "questions": 155, "eligible_questions": 155, "complete_questions": 155, "hard_0_to_3": 150, "success_fraction": 0.08629032258064516 }, "replaced_qa_only": { "questions": 155, "eligible_questions": 155, "complete_questions": 155, "hard_0_to_3": 143, "success_fraction": 0.11693548387096774 } }, "Video-R2": { "common_questions": 441, "added_by_visual_and_type_rerank": { "questions": 59, "eligible_questions": 59, "complete_questions": 59, "hard_0_to_3": 8, "success_fraction": 0.8411016949152542 }, "replaced_qa_only": { "questions": 59, "eligible_questions": 59, "complete_questions": 59, "hard_0_to_3": 9, "success_fraction": 0.8199152542372882 } } }, "interpretation": "Descriptive change in selected question difficulty; fusion includes a reasoning-type bonus. Not an isolated causal visual ablation or downstream training gain." }