README.md

---
license: mit
---
## CityData

This is the CityData dataset of 13 existing cities used in our CityBench research. Please follow the steps below to use it:

1. Download the zip file and unzip it.
3. Place the extracted `citydata` folder under the `CityBench` directory.

## CityBench

Repository: [https://github.com/tsinghua-fib-lab/CityBench](https://github.com/tsinghua-fib-lab/CityBench)

Paper: [https://arxiv.org/abs/2406.13945](https://arxiv.org/abs/2406.13945)

## Citation


If you find this work helpful, please cite our paper.

```
@article{Feng2024CityBench,
  title={CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks},
  author={Jie Feng, Jun Zhang, Tianhui Liu, Xin Zhang, Tianjian Ouyang, Junbo Yan, Yuwei Du, Siqi Guo, Yong Li},
  journal={ArXiv},
  year={2024},
  primaryClass={cs.AI},
  volume={abs/2406.13945},
  url={https://arxiv.org/abs/2406.13945}
}
```