metadata
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.
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