Duplicate from katyanaveka/BAT

.gitattributes

@@ -0,0 +1,62 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
+fpa/stats.csv filter=lfs diff=lfs merge=lfs -text
+vcg/campaigns.csv filter=lfs diff=lfs merge=lfs -text
+vcg/stats.csv filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,56 @@
+---
+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}
+}
+```
+

fpa/stats.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2300d49fd65cd68cc858c7ba61e5a95084ff24d11d3552c309ff4d424e022805
+size 1322967758

vcg/campaigns.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b13d432bbd9144e71115bb8c420b780379668e15c87a3f41d2b1333b069ed93a
+size 21484826

vcg/stats.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28f6b21a42f00551060e9f1a1459c08de483ba254262469c4c8cf03a01c18245
+size 2511182053