White-Matter Lesion Segmentation on WMH seen (test)
77.3DSCnnU-Net*
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| nnU-Net*Trainer=Predefined default trainer in nnU-Net2026.03 | 77.3 | 78.5 | 67.9 | 21 | 20.5 | 2 | |
| nnU-Net SSMSU (ours)Method=Self-Supervised Multi-Stage Unlearning2026.03 | 77.2 | 81 | 71.8 | 26.2 | 19.7 | 1.6 | |
| nnU-Net No DAData Augmentation=false2026.03 | 75 | 77.5 | 68 | 39 | 22 | 3.2 | |
| nnU-Net* Preprocessing**Trainer=Predefined default trainer in nnU-Net, Preprocessing=denoise and N4 bias correction2026.03 | 73.2 | 74.8 | 63 | 21.9 | 23.2 | 3.8 | |
| Dinsdale et al.2026.03 | 72.4 | 79.3 | 62.4 | 42.6 | 30.4 | 4.4 |