| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Diagnostic Classification | EBRAINS | AUC98 | 39 | |
| Tissue subtyping | EBRAINS C=12 | Balanced Accuracy91.68 | 16 | |
| WSI-level classification | EBRAINS | Weighted F1 Score39.8 | 16 | |
| Subtyping prediction | EBRAINS 12 classes coarse (test) | Balanced Accuracy85.4 | 14 | |
| Subtyping prediction | EBRAINS 30 classes fine (test) | Balanced Acc70.1 | 14 |