| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Aggregate of Six Datasets | KL-Optimized Fine-Tuning | Average MAE0.082 | 24 | 11d ago | |
| Gender (US) - Real | KL-Optimized Fine-Tuning | MAE0.068 | 24 | 11d ago | |
| Gender UK Real | KL-Optimized Fine-Tuning | MAE0.084 | 24 | 11d ago | |
| Sentiment Even | KL-Optimized Fine-Tuning | MAE0.075 | 20 | 11d ago | |
| Race Even | KL-Optimized Fine-Tuning | MAE0.072 | 20 | 11d ago | |
| Gender (US) - Even | MAE0.049 | 20 | 11d ago | ||
| Gender UK Even | KL-Optimized Fine-Tuning | MAE0.046 | 20 | 11d ago | |
| UK Dataset Even Setting (test) | Steering Token Calibration | Alignment Error0.05 | 12 | 11d ago | |
| UK Dataset Real Setting (test) | Steering Token Calibration | Alignment Error0.078 | 12 | 11d ago | |
| MD17 Aspirin | ADA | W1 (MD)0.004 | 11 | 16d ago | |
| Loan | MMD0.0763 | 7 | 1mo ago | ||
| Breast Cancer | MMD0.0429 | 7 | 1mo ago | ||
| German Credit | MMD0.0549 | 7 | 1mo ago | ||
| HR Analytic | MMD0.0184 | 7 | 1mo ago | ||
| Bank Marketing | MMD0.0226 | 7 | 1mo ago | ||
| Income | MMD0.023 | 7 | 1mo ago | ||
| Employment | MMD0.0219 | 7 | 1mo ago | ||
| Diabetes | MMD0.0217 | 7 | 1mo ago |
