| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Bias in Bios | PASTA | Accuracy94.72 | 40 | 1mo ago | |
| FairMT-Bench | Output Filtering | Anaphora Elipsis Score47.4 | 12 | 11d ago | |
| F^2-Bench | Accuracy (Age)43.1 | 12 | 11d ago | ||
| BBQ SingleTurn | Dynamic Neurons Masking | Age Bias16.3 | 12 | 11d ago | |
| PCT SingleTurn | English PCT SingleTurn Score46.7 | 12 | 11d ago | ||
| RedditBias Race | Regard2.08 | 8 | 1mo ago | ||
| QNLI | Fine-purifying | Accuracy85.39 | 8 | 1mo ago | |
| QQP | Fine-purifying | Accuracy80.1 | 8 | 1mo ago | |
| IMDB | Fine-purifying | Accuracy90.69 | 8 | 1mo ago | |
| AgNews | Fine-purifying | Accuracy90.94 | 8 | 1mo ago | |
| bias-bench | SS Score77.47 | 5 | 29d ago | ||
| P2 Race unconditional 1.0 | Latent Editing | FD0.317 | 5 | 1mo ago | |
| P2 Age unconditional 1.0 | DIFFLENS | FD0.401 | 5 | 1mo ago | |
| P2 Gender 1.0 (unconditional) | DIFFLENS | FD0.002 | 5 | 1mo ago |
