| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SkinCon | MICA | AUC (%)82.6 | 10 | 4d ago | |
| Derm7pt | CoPA | AUC92.1 | 10 | 4d ago | |
| PH2 | CoPA | AUC98.3 | 10 | 4d ago | |
| CelebA (test) | IntCEM | Mean Concept AUC0.8825 | 8 | 4d ago | |
| CUB-Incomp (test) | IntCEM | Mean Concept AUC94.5 | 8 | 4d ago | |
| CUB (test) | Joint CBM | Mean Concept AUC94.65 | 8 | 4d ago | |
| AwA2 | EQ-CBM | Concept Accuracy99.129 | 7 | 4d ago | |
| CelebA | EQ-CBM | Concept Accuracy90.617 | 7 | 4d ago | |
| CUB | EQ-CBM | Concept Accuracy96.58 | 7 | 4d ago | |
| Fitzpatrick17k (test) | rectified-evi-CEM | AUC78.55 | 6 | 4d ago | |
| Fitzpatrick17k subset Dc (test) | evi-CEM | AUC80.45 | 4 | 4d ago |
