A Feed-Forward 4D Foundation Model for Text-Driven Universal Mesh Animation (ICCV 2025)

Zijie Wu^1,2, Chaohui Yu², Fan Wang², Xiang Bai¹
¹Huazhong University of Science and Technology (HUST), ²DAMO Acadamy, Alibaba Group

We present AnimateAnyMesh: the first feed-forward universal mesh animation framework that enables efficient motion generation for arbitrary 3D meshes. Given a static mesh and prompt, our method generates high-quality animations in only a few seconds.

⭐ Citation

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@article{wu2025animateanymesh,
    author = {Wu, Zijie and Yu, Chaohui and Wang, Fan and Bai, Xiang.},
    title  = {AnimateAnyMesh: A Feed-Forward 4D Foundation Model for Text-Driven Universal Mesh Animation},
    journal = {arXiv preprint arxiv:2506.09982},
    year   = {2025},
}