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Xuan-Yu Zhang

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#artificial intelligence Preprint Sep 2026

MotionInsight: Diagnosing Object Motion Deficiencies in Generated Videos

Despite rapid progress in video generation models, they still exhibit obvious motion deficiencies, often manifested as incorrect object motion. However, most existing video quality evaluations focus on aesthetic quality or text-video alignment. To address this gap, we study object-centric motion fidelity assessment, ev...

Jia-Hao Zhan, Yong-Rui Ma, Qunliang Xing et al. · 0 citations

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