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Author

Lancheng Gao

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Preprint Aug 2026

RAVEN-Eval: Rubric-Guided Automatic Evaluation for AI Video Generation Models Based on LMM Preference Judgement

AI video generation has advanced rapidly and entered widespread commercial use. As a result, quality differences among videos produced by state-of-the-art AI video generation models~(AIVGMs) have become increasingly difficult to discern using conventional evaluation criteria, such as visual fidelity and semantic instru...

Zi-Heng Jia, Jia-Ying Qian, Zi-Cheng Zhang et al. · 0 citations

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