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Wei-Ran Xu

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Preprint Oct 2026

VibeVideoBench: Evaluating Multimodal Agents on Code-Driven Video Generation

Diffusion video models produce striking clips, but they cannot reliably render an exact formula, a correct chart, a rule-consistent game or narration synchronized to on-screen events. A different route is emerging: multimodal agents that write code to render every frame and synthesize every sound. We introduce VibeVide...

Mu-Xi Diao, Wen-Bin Xu, Le-Le Yang et al. · 0 citations

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