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Human Preference Ranking on Human Study Video Samples

1.69Average RankLLM (ours)
1.66241.84872.0352.2213May 27, 2026

Evaluation results

MethodLinks
LLM (ours)2026.051.69———
V-LLM2026.051.93———
AV-LLM2026.052.38———
LLM (ours)Pair (Left vs Right)=LLM (ours) vs V-LLM2026.05—55.737.47.1
LLM (ours)Pair (Left vs Right)=LLM (ours) vs AV-LLM2026.05—6926.24.8