High-Fidelity 3D Shape Generation

We introduce UltraShape-1.0, a scalable two-stage diffusion framework for high-quality 3D geometry generation, enhanced by an advanced data processing pipeline that ensures geometric details through watertight processing and quality filtering.

Citation

@article{jia2025ultrashape,

title={ UltraShape 1.0: High-Fidelity 3D Shape Generation via Scalable Geometric Refinement},

author={ Jia, Tanghui and Yan, Dongyu and Hao, Dehao and Li, Yang and Zhang, Kaiyi and He, Xianyi and Li, Lanjiong and Chen, Jinnan and Jiang, Lutao and Yin, Qishen and Quan, Long and Chen, Ying-Cong and Yuan, Li},

journal={ arxiv preprint arXiv:2512.21185},

year={ 2025}

}