File size: 1,862 Bytes
752c48f 58b897a 752c48f c078ee2 58b897a 752c48f 58b897a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 | ---
pretty_name: DataAgentBench Datasets
license: other
tags:
- data-agents
- benchmark
- databases
- arxiv:2603.20576
---
# DataAgentBench — Datasets
Mirror of the large dataset files for [**DataAgentBench**](https://github.com/ucbepic/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](https://huggingface.co/papers/2603.20576) ([arXiv:2603.20576](https://arxiv.org/abs/2603.20576))
- **GitHub:** [ucbepic/DataAgentBench](https://github.com/ucbepic/DataAgentBench)
## Usage
Clone the benchmark repo and run its downloader, which fetches every file into place and verifies it against a sha256 checksum:
```bash
git clone https://github.com/ucbepic/DataAgentBench.git
cd DataAgentBench
bash download.sh
```
To grab a single file directly:
```python
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:
```bibtex
@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}
}
```
|