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OpenStreetView‑5M is the first large‑scale open street‑view image geolocation benchmark. It provides a global visual geolocation challenge, allowing users to experience the difficulty of the benchmark through the supplied demo. The dataset contains training and test splits, downloadable via the Hugging Face Hub.