metadata
license: other
pretty_name: DataAgentBench Datasets
tags:
- data-agents
- benchmark
- databases
task_categories:
- question-answering
DataAgentBench — Datasets
Mirror of the large dataset files for DataAgentBench, a benchmark for data agents. These files (PostgreSQL dumps, SQLite/DuckDB databases, and MongoDB BSON) are hosted here instead of Git LFS so they can be downloaded freely.
- Paper: Can AI Agents Answer Your Data Questions? A Benchmark for Data Agents (arXiv:2603.20576)
- GitHub: ucbepic/DataAgentBench
- Project page: ucbepic.github.io/DataAgentBench
Usage
Clone the benchmark repo and run its downloader, which fetches every file into place and verifies it against a sha256 checksum:
git clone https://github.com/ucbepic/DataAgentBench.git
cd DataAgentBench
bash download.sh
To grab a single file directly:
from huggingface_hub import hf_hub_download
hf_hub_download(
repo_id="ruiyingm/DataAgentBench-data",
repo_type="dataset",
filename="query_imdb/query_dataset/movies.sql",
local_dir=".",
)
Layout
File paths mirror the benchmark repo exactly (query_<dataset>/query_dataset/...), so each file lands in the right location on download. See dataset_manifest.tsv in the main repo for the full list with checksums.
Citation
If you use DataAgentBench in your work, please cite:
@article{ma2026can,
title={Can ai agents answer your data questions? a benchmark for data agents},
author={Ma, Ruiying and Shankar, Shreya and Chen, Ruiqi and Lin, Yiming and Zeighami, Sepanta and Ghosh, Rajoshi and Gupta, Abhinav and Gupta, Anushrut and Gopal, Tanmai and Parameswaran, Aditya G},
journal={arXiv preprint arXiv:2603.20576},
year={2026}
}