| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| German (10-fold cross-validation) | SOGAR | Recourse Cost (MPS)0.02 | 21 | 23d ago | |
| Attrition (10-fold cross-validation) | AReS | Recourse Cost (MPS)0.02 | 21 | 23d ago | |
| Attrition | AReS | Cost0.02 | 21 | 23d ago | |
| Bank (10-fold cross-validation) | SOGAR | Recourse Cost (MPS)0.17 | 16 | 23d ago | |
| Adult (10-fold cross-validation) | SOGAR | Recourse Cost0.03 | 15 | 23d ago | |
| Diabetes | DiCE | Validity100 | 10 | 2d ago | |
| Australian Credit | DiCE | Validity100 | 10 | 2d ago | |
| Student Performance | ASR-ICL | Validity100 | 7 | 2d ago | |
| Corporate Rating | ASR-ICL | Validity99 | 7 | 2d ago | |
| COMPAS ProPublica (test) | Accuracy68.8 | 5 | 15d ago | ||
| GERMAN CREDIT UCI (test) | Accuracy77.2 | 5 | 15d ago | ||
| ADULT UCI (test) | Accuracy85.8 | 5 | 15d ago | ||
| COMPAS | CFQ (ours, MixedPrec + CF objective) | Accuracy68.7 | 4 | 15d ago | |
| GERMAN | Accuracy77.1 | 4 | 15d ago | ||
| ADULT | Accuracy85.7 | 4 | 15d ago |
