BAF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tabular Classification | BAF | Clean Accuracy74.4 | 10 | |
| Fairness Evaluation | BAF (test) | DPD (Disparate Impact Difference)3.91 | 6 | |
| Fairness Evaluation | BAF (train) | DPD0.0456 | 6 | |
| Classification | BAF (test) | Accuracy98.83 | 6 | |
| Classification | BAF (train) | Accuracy98.8 | 6 | |
| Audio Fingerprinting | BAF | Precision40.87 | 6 | |
| Fraud Detection | BAF (test) | Recall @ 1% FPR0.252 | 6 | |
| Content-Based Retrieval | BAF | Precision40.87 | 3 | |
| Fair-washing | BAF (20% sample) | Disparate Impact0.8 | 3 | |
| Fair-washing | BAF (10% sample) | Disparate Impact1 | 3 | |
| Rule Set Generation | BAF (test) | Metric- | 0 |
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