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

Zijie Wu1,2, Chaohui Yu2, Fan Wang2, Xiang Bai1
1Huazhong University of Science and Technology (HUST), 2DAMO Acadamy, Alibaba Group

Project Paper PDF

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

If you find our work useful for your research, please star this repo and cite our paper. Thanks!

@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},
}
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