README.md

---
configs:
  - config_name: fpa_campaigns
    data_files: fpa/campaigns.csv
  - config_name: fpa_stats
    data_files: fpa/stats.csv
  - config_name: vcg_campaigns
    data_files: vcg/campaigns.csv
  - config_name: vcg_stats
    data_files: vcg/stats.csv
---

# BAT Dataset

This dataset provides an alternative way to access the data from the **BAT (BAT: Benchmark for Auto-bidding Task)** autobidding benchmark.

## Related Resources

- **GitHub Repository**: [avito-tech/bat-autobidding-benchmark](https://github.com/avito-tech/bat-autobidding-benchmark)
- **Paper**: [BAT: Benchmark for Auto-bidding Task](https://dl.acm.org/doi/pdf/10.1145/3696410.3714657)

## Dataset Description

This dataset contains auction data for First-Price Auction (FPA) and Vickrey-Clarke-Groves (VCG) mechanisms, used for benchmarking autobidding algorithms.

## Configurations

- **fpa_campaigns**: Campaign metadata for FPA mechanism
- **fpa_stats**: Auction statistics for FPA mechanism
- **vcg_campaigns**: Campaign metadata for VCG mechanism
- **vcg_stats**: Auction statistics for VCG mechanism

## Usage
```python
from datasets import load_dataset

# Load specific configuration
fpa_campaigns = load_dataset("AvitoTech/BAT", "fpa_campaigns")
fpa_stats = load_dataset("AvitoTech/BAT", "fpa_stats")
vcg_campaigns = load_dataset("AvitoTech/BAT", "vcg_campaigns")
vcg_stats = load_dataset("AvitoTech/BAT", "vcg_stats")
```

## Citation

If you use this dataset, please cite:
```bibtex
@inproceedings{khirianova2025bat,
  title={BAT: Benchmark for Auto-bidding Task},
  author={Khirianova, Alexandra and Solodneva, Ekaterina and Pudovikov, Andrey and Osokin, Sergey and Samosvat, Egor and Dorn, Yuriy and Ledovsky, Alexander and Zenkova, Yana},
  booktitle={Proceedings of the ACM on Web Conference 2025},
  pages={2657--2667},
  year={2025}
}
```