GeoArena

This is the code repository for the paper "GeoArena: An Open Platform for Benchmarking Large Vision-language Models on WorldWide Image Geolocalization"

Install

pip install gradio plotly openai scikit-learn

Please config the openai key and base url in config.py

Running the code

python app.py

Citation

if you find our work helpful, please consider cite our work as follows, thanks!

@article{jia2025geoarena,
  title={GeoArena: An Open Platform for Benchmarking Large Vision-language Models on WorldWide Image Geolocalization},
  author={Jia, Pengyue and Zhang, Yingyi and Zhao, Xiangyu and Li, Sharon},
  journal={arXiv preprint arXiv:2509.04334},
  year={2025}
}

Many thanks to llm-poor-gpu-arena for being open-sourced. This project is developed based on it.