Small-lesion segmentation on MSLesSeg (5-fold cross-validation)
0.7834Dice CoefficientnnUNet-CATMIL
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| nnUNet-CATMILPipeline=nnUNet, Loss Function=CATMIL (ours)2026.04 | 0.7834 | 7.9817 | 87.3 | 75.71 | 2.5667 | 2.14 | 1,537 | |
| nnUNet-FocalTverskyPipeline=nnUNet, Loss Function=FocalTversky2026.04 | 0.7802 | 8.206 | 83.13 | 84.55 | 3.7 | 2.5 | 2,282 | |
| nnUNet-DiceCEPipeline=nnUNet, Loss Function=DiceCE2026.04 | 0.7796 | 9.0372 | 79.56 | 84.33 | 4.95 | 3.41 | 1,819 | |
| nnUNet-TverskyPipeline=nnUNet, Loss Function=Tversky2026.04 | 0.7706 | 10.2408 | 83.36 | 84.02 | 3.7667 | 2.57 | 2,621 |