| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ACL Sprain Diagnosis | Weighted Policy | Balanced Accuracy0.8476 | 42 | 3d ago | |
| Cartilage Thickness Loss (test) | Balanced Accuracy76.06 | 42 | 3d ago | ||
| ODIR 21 (test) | MoRA | F1 Macro99.77 | 36 | 3d ago | |
| CXR 20 (test) | MoRA | F1-Macro75.37 | 36 | 3d ago | |
| Open-I | Accuracy99.22 | 30 | 3d ago | ||
| PET-Bench | DD Score54.78 | 19 | 3d ago | ||
| MIMIC-IV 1.0 (test) | CAML | Micro Precision72.82 | 17 | 3d ago | |
| MIMIC-III 1.0 (test) | CAML | Micro Precision69.04 | 17 | 3d ago | |
| OASIS BOLD (test) | BNT | Accuracy89.57 | 16 | 3d ago | |
| OASIS CORR (test) | NeuroPath | Accuracy90.01 | 16 | 3d ago | |
| ADNI BOLD (test) | BNT | Accuracy84.33 | 16 | 3d ago | |
| ADNI CORR (test) | NeuroPath | Accuracy85.56 | 16 | 3d ago | |
| Average across datasets | MKCNet | AUC89.11 | 15 | 3d ago | |
| ChestX-ray14 (test) | Worst-case AUC0.776 | 14 | 3d ago | ||
| L-MIMIC (test) | Maira2 | F1 Score58.2 | 7 | 2d ago | |
| CMCQA | MindMap | Win Rate37.18 | 5 | 3d ago |
