Update README.md

README.md

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 [OpenStreetView-5M](https://huggingface.co/datasets/osv5m/osv5m) is the first large-scale open geolocation benchmark of streetview images.  
 To get a sense of the difficulty of the benchmark, you can play our [demo](https://huggingface.co/spaces/osv5m/plonk).  
 Our dataset was used in an extensive benchmark of which we provide the best model.  
-For more details and results, please check out our [paper](arxiv) and [project page](https://imagine.enpc.fr/~ioannis.siglidis/osv5m/).  
+For more details and results, please check out our [paper](https://arxiv.org/abs/2404.18873) and [project page](https://imagine.enpc.fr/~ioannis.siglidis/osv5m/).  
 
 ### Inference 🔥
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/654bb2591a9e65ef2598d8c4/0Z-GMa6SSLgXFmrplC0WD.png)