| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| TRA (10% sample) | MW(X, S, Y^) | Disparate Impact0.85 | 8 | 1mo ago | |
| ADULT (20% sample) | Entropic_balanced | Disparate Impact0.42 | 8 | 1mo ago | |
| ADULT (10% sample) | Entropic_balanced | Disparate Impact0.54 | 8 | 1mo ago | |
| MOB 10% sample | Grad_proportional | Disparate Impact0.53 | 6 | 1mo ago | |
| INC 10% sample | Entropic_proportional | Disparate Impact0.95 | 5 | 1mo ago | |
| TRA (20% sample) | MW(X, S, Y^) | Disparate Impact0.8 | 4 | 1mo ago | |
| MOB (20% sample) | Replace(S, Y^) | Disparate Impact0.5 | 4 | 1mo ago | |
| INC (20% sample) | Entropic_proportional | Disparate Impact0.84 | 4 | 1mo ago | |
| BAF (20% sample) | Entropic_proportional | Disparate Impact0.8 | 3 | 1mo ago | |
| BAF (10% sample) | Entropic_balanced | Disparate Impact1 | 3 | 1mo ago | |
| PUC (10% sample) | Entropic_proportional | Disparate Impact0.35 | 3 | 1mo ago | |
| EMP (20% sample) | Entropic_proportional | Disparate Impact0.36 | 3 | 1mo ago | |
| EMP (10% sample) | MW(X, S, Y^) | Disparate Impact0.37 | 3 | 1mo ago | |
| PUC (20% sample) | - | - | 0 | 1mo ago |
