Tissue subtyping on EBRAINS-F C=30
74.22Balanced AccuracyTransMIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TransMILStatus=MAMMOTH2026.03 | 74.22 | — | |
| Mean PoolingStatus=MAMMOTH2026.03 | 72.89 | — | |
| CLAMStatus=MAMMOTH2026.03 | 72.51 | — | |
| ABMILStatus=MAMMOTH2026.03 | 72.4 | — | |
| Mean PoolingStatus=Base2026.03 | 70.3 | — | |
| ILRAStatus=MAMMOTH2026.03 | 70.23 | — | |
| CLAMStatus=Base2026.03 | 69.77 | — | |
| TransformerStatus=MAMMOTH2026.03 | 69.73 | — | |
| DSMILStatus=MAMMOTH2026.03 | 69.4 | — | |
| TransformerStatus=Base2026.03 | 69.07 | — | |
| Max PoolingStatus=MAMMOTH2026.03 | 68.22 | — | |
| ABMILStatus=Base2026.03 | 67.2 | — | |
| TransMILStatus=Base2026.03 | 65.2 | — | |
| Max PoolingStatus=Base2026.03 | 64.94 | — | |
| ILRAStatus=Base2026.03 | 64.64 | — | |
| DSMILStatus=Base2026.03 | 63.87 | — | |
| Architecture AverageStatus=Base2026.03 | — | 66.87 | |
| Architecture AverageStatus=MAMMOTH2026.03 | — | 71.2 |