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README.md

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 # GeoSR-Bench
 
+Dataset and model weights for the paper:
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+**Beyond Visual Fidelity: Benchmarking Super-Resolution Models for Large-Scale Remote Sensing Imagery via Downstream Task Integration** [[arXiv]](https://arxiv.org/abs/2605.00310)
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+The code is available on GitHub: https://github.com/ai-spatial/GeoSR-Bench
 
 ## Dataset Description