GeoBench (GeoVista Bench)

GeoVistaBench is a collection of real-world panoramas with rich metadata for evaluating geolocation models. Each sample is a single image uniquely identified by a uid and includes both the original high-resolution panorama and a lightweight preview for fast inspection.

For the latest previewable version, please visit: https://huggingface.co/datasets/LibraTree/GeoVistaBench

Related Resources

•	GeoVista-Bench (previewable variant):

A companion dataset with resized JPEG previews intended to make image preview easier in the Hugging Face dataset viewer: https://huggingface.co/datasets/LibraTree/GeoVistaBench (Same underlying benchmark; different packaging / image formats.)

•	Paper page on Hugging Face:

https://huggingface.co/papers/2511.15705

Citation

@misc{wang2025geovistawebaugmentedagenticvisual,
      title        = {GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization},
      author       = {Yikun Wang and Zuyan Liu and Ziyi Wang and Pengfei Liu and Han Hu and Yongming Rao},
      year         = {2025},
      eprint       = {2511.15705},
      archivePrefix= {arXiv},
      primaryClass = {cs.CV},
      url          = {https://arxiv.org/abs/2511.15705},
}