REVEAL replaces relevance-based stopping with rubric-guided evidence-sufficiency verification, improving long-video QA accuracy without fine-tuning.
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REVEAL: A Rubric-Guided Agent for Explicit Evidence Sufficiency Verificationin Long-Video Question Answering
REVEAL replaces relevance-based stopping with rubric-guided evidence-sufficiency verification, improving long-video QA accuracy without fine-tuning.