| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DDI (Out-of-domain) | align_concept_cbm | F1 Score60.13 | 12 | 4d ago | |
| Fitzpatrick 17k In-domain | CBM (Baseline) | F1 Score78.45 | 12 | 4d ago | |
| Fitzpatrick17k (in-domain) | PatchAlign | Accuracy (Avg)88.6 | 11 | 4d ago | |
| PAD-UFES-20 (5-fold cross-validation) | DermImitFormer | Accuracy75 | 7 | 4d ago | |
| SD-198 (5-fold cross-validation) | DermImitFormer-ST | F1 Score73.6 | 7 | 4d ago | |
| DDI In-Domain | PatchAlign | Avg Accuracy87.4 | 4 | 4d ago | |
| Derm-49 (5-fold cross-validation) | DermImitFormer | F1 Score78.8 | 4 | 4d ago | |
| DermNet (test) | StackNet | Accuracy59.89 | 2 | 4d ago |
