---
license: apache-2.0
---

# 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](https://huggingface.co/papers/2511.23191).

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

[Project Page](https://peaes.github.io/GeoWorld/) | [Paper(arXiv)](https://arxiv.org/abs/2511.23191) | [Code](https://github.com/peaes/GeoWorld) 

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](https://github.com/peaes/GeoWorld) for installation instructions.

## Citation

```bibtex
@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}
}
```