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Mayu Otani

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Jul 2026

MEDit-Bench: A Dataset for Evaluating Message-Driven Narrative Video Editing

An automatic evaluation protocol based on temporal alignment metrics is defined, and it is found that an LLM-as-a-judge preference, a natural proxy for narrative quality, is unreliable for this task due to severe position bias.

K. Ogata, Zongshang Pang, Mayu Otani et al. · 1 citation

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