RS-RAG: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model

👨‍💻 Authors: Congcong Wen*, Yiting Lin*, Xiaokang Qu, Nan Li, Yong Liao, Hui Lin, Xiang Li
^* Equal Contribution.

📄 Journal: IEEE Geoscience and Remote Sensing Magazine (GRSM), Under review.

Remote Sensing World Knowledge (RSWK) Dataset

Remote Sensing Retrieval-Augmented Generation (RS-RAG) Model

Please kindly cite the papers if this code is useful and helpful for your research.

@article{rsrag,
  title={RS-RAG: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model},
  author={Wen, Congcong and Lin, Yiting and Qu, Xiaokang and Li, Nan and Liao, Yong and Lin, Hui and Li, Xiang},
  journal={arXiv preprint arXiv:2504.04988},
  year={2025}
}