| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ODIR (3-fold cross-validation) | CMML | Accuracy (ACC)80.61 | 48 | 2mo ago | |
| Derm7pt | CMML | Accuracy84.69 | 48 | 2mo ago | |
| CRF 15% 1.0 (test) | DecSelfMask-Qwen3-8B | Macro F160.3 | 20 | 1mo ago | |
| MIMIC-III (external val) | MedMIX | AUROC0.5718 | 8 | 2mo ago | |
| H2 Target Hospital | Accuracy Per-Patient95.31 | 8 | 4mo ago | ||
| H1 Source Hospital | Acc (Per-Patient)94.24 | 8 | 4mo ago | ||
| SERS medical dataset (test) | AdLNet | Accuracy76.4 | 2 | 18d ago | |
| SERS medical dataset (val) | LassoNet | Accuracy75.7 | 2 | 18d ago |
