This PR significantly enhances the GeoBench dataset card by adding:
- A clear descriptive overview of the dataset's purpose and content.
- A link to the associated paper: https://huggingface.co/papers/2511.15705
- A link to the project page: https://ekonwang.github.io/geo-vista/
- A link to the code repository: https://github.com/ekonwang/GeoVista
- The `task_categories: ['image-text-to-text']` metadata, improving the dataset's discoverability and classification on the Hugging Face Hub.
These additions provide essential context for users and researchers interested in geolocalization and agentic visual reasoning.
