| --- |
| 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} |
| } |
| ``` |
|
|
|
|
