---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: metadata
    dtype: string
  splits:
  - name: train
    num_bytes: 6174743543.802
    num_examples: 1142
  download_size: 6408762030
  dataset_size: 6174743543.802
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
task_categories:
- image-text-to-text
---

# GeoBench Dataset for GeoVista

The **GeoBench** dataset is a benchmark introduced in the paper [GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization](https://huggingface.co/papers/2511.15705).

GeoBench is curated to rigorously evaluate the geolocalization ability of agentic models. It comprises photos and panoramas from around the world, as well as a subset of satellite images of different cities. This dataset addresses the demand for high-resolution imagery and the complexities of localization for advanced agentic reasoning, necessitating nuanced visual grounding and web search to validate hypotheses during the reasoning process.

- **Project Page:** https://ekonwang.github.io/geo-vista/
- **Code:** https://github.com/ekonwang/GeoVista