High-Fidelity 3D Shape Generation

Summary

Main Pipeline Image to 3D Shape Generation Comparison of 3D Shape Generation Comparison with Open-Source Models 1 Comparison with Open-Source Models 2 Comparison with Commercial Models @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} }