AI RESEARCH
Question-Aware Evidence Ledgers for Video Relational Reasoning
arXiv CS.CV
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ArXi:2606.02506v1 Announce Type: new The VRR-QA challenge evaluates visual relational reasoning in videos, where answers often depend on implicit spatial relations, event boundaries, target identity, and dialogue context rather than a single salient frame. We present a test-time reasoning pipeline built around a strong GPT-5.5 video QA solver and a set of question-aware evidence ledgers.