GeoWorld: Providing Full-frame Geometry Features to Facilitate 3D Scene Generation

This repository contains the model weights for GeoWorld, presented in the paper GeoWorld: Providing Full-frame Geometry Features to Facilitate 3D Scene Generation.

Authors: Yuhao Wan, Lijuan Liu, Jingzhi Zhou, Zihan Zhou, Xuying Zhang, Dongbo Zhang, Shaohui Jiao, Qibin Hou, Ming-Ming Cheng

Project Page | Paper(arXiv) | Code

TL;DR: GeoWorld uses a two-stage video-generation pipeline with full-frame geometry features to produce high-fidelity image-to-3D scenes faster than prior methods (7.5× faster than Hunyuan-Voyager).

Usage

Please refer to the official GitHub repository for installation instructions.

Citation

@article{wan2025geoworld,
  title={GeoWorld: Unlocking the Potential of Geometry Models to Facilitate High-Fidelity 3D Scene Generation},
  author={Wan, Yuhao and Liu, Lijuan and Zhou, Jingzhi and Zhou, Zihan and Zhang, Xuying and Zhang, Dongbo and Jiao, Shaohui and Hou, Qibin and Cheng, Ming-Ming},
  journal={arXiv preprint arXiv:2511.23191},
  year={2025}
}