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| license: apache-2.0
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| ---
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| # GeoWorld: Providing Full-frame Geometry Features to Facilitate 3D Scene Generation
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| 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).
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| Authors: Yuhao Wan, Lijuan Liu, Jingzhi Zhou, Zihan Zhou, Xuying Zhang, Dongbo Zhang, Shaohui Jiao, Qibin Hou, Ming-Ming Cheng
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| [Project Page](https://peaes.github.io/GeoWorld/) | [Paper(arXiv)](https://arxiv.org/abs/2511.23191) | [Code](https://github.com/peaes/GeoWorld)
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| 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).
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| ## Usage
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| Please refer to the [official GitHub repository](https://github.com/peaes/GeoWorld) for installation instructions.
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| ## Citation
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| ```bibtex
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| @article{wan2025geoworld,
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| title={GeoWorld: Unlocking the Potential of Geometry Models to Facilitate High-Fidelity 3D Scene Generation},
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| 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},
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| journal={arXiv preprint arXiv:2511.23191},
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| year={2025}
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| }
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| ``` |
