| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COMPAS | DensityFlow | Validity72.9 | 21 | 1mo ago | |
| Simulation Case 2 | M3 (m=2) | Val4.946 | 19 | 18d ago | |
| Simulation Case 1 | MOO-CE | Validity (Val)2.085 | 19 | 18d ago | |
| Heloc | CBCE | Validity100 | 19 | 1mo ago | |
| Moons | CBCE | Validity100 | 19 | 1mo ago | |
| Loan-Decision | Misclassification Rate0 | 19 | 4mo ago | ||
| Law | CBCE | Validity100 | 18 | 2mo ago | |
| PneumoniaMNIST (test) | Schut | IM11.157 | 16 | 4mo ago | |
| Spam (test) | IM11.4798 | 16 | 1mo ago | ||
| Breast Cancer (test) | PSCE | IM11.554 | 16 | 4mo ago | |
| Credit (test) | IM11.0767 | 16 | 4mo ago | ||
| housing | GS | Validity49.4 | 15 | 2mo ago | |
| FICO | GS | Validity49.2 | 15 | 2mo ago | |
| diabetes | GS | Validity49.8 | 15 | 1mo ago | |
| cancer | GS | Validity48.6 | 15 | 2mo ago | |
| titanic | FACE | Validity44.7 | 14 | 2mo ago | |
| bank | GS | Validity48.8 | 14 | 2mo ago | |
| SEA (final-checkpoint) | Validation Score100 | 12 | 2mo ago | ||
| Sine (final-checkpoint) | Validation Score100 | 12 | 2mo ago | ||
| Hyperplane (Hyp.) (final-checkpoint) | Validation Score1 | 12 | 2mo ago | ||
| churn | GS | Validity48.5 | 12 | 2mo ago | |
| MNIST (test) | IM1 Score1.6426 | 11 | 4mo ago | ||
| home | FACE | Validity34.1 | 10 | 2mo ago | |
| HELOC original (test) | RobX | Validity100 | 7 | 3mo ago | |
| Diabetes UCI (test) | RobX | Validity100 | 7 | 3mo ago |
