EarthReason📂:

The first large-scale benchmark dataset for geospatial pixel reasoning

📥Dwonload Dataset:

 git lfs install
 git clone https://huggingface.co/datasets/earth-insights/EarthReason

📦Additional Resources:

• paper: ArXiv

• project: earth-insights/SegEarth-R1

🚀Citation:

@article{li2025segearth,
  title={SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model},
  author={Li, Kaiyu and Xin, Zepeng and Pang, Li and Pang, Chao and Deng, Yupeng and Yao, Jing and Xia, Guisong and Meng, Deyu and Wang, Zhi and Cao, Xiangyong},
  journal={arXiv preprint arXiv:2504.09644},
  year={2025}
}