MS Lesion Segmentation on MSSEG 1
68DicennU-Net
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| nnU-NetLesion Size=Large2026.05 | 68 | 6.83 | 87 | 82 | 85 | |
| SegResNetLesion Size=Large2026.05 | 62 | 7.06 | 74 | 80 | 77 | |
| SegResNetLesion Size=Medium2026.05 | 61 | 1.8 | 88 | 77 | 82 | |
| SwinUNETRLesion Size=Large2026.05 | 58 | 7 | 76 | 76 | 76 | |
| nnU-NetLesion Size=Medium2026.05 | 58 | 2.02 | 82 | 75 | 78 | |
| SAMSEGLesion Size=Large2026.05 | 54 | 10.18 | 76 | 69 | 73 | |
| SwinUNETRLesion Size=Medium2026.05 | 52 | 1.64 | 79 | 66 | 72 | |
| nnU-NetLesion Size=Small2026.05 | 44 | 1.3 | 73 | 61 | 66 | |
| SegResNetLesion Size=Small2026.05 | 43 | 1.23 | 73 | 58 | 65 | |
| LSTAILesion Size=Large2026.05 | 41 | 8.67 | 75 | 49 | 59 | |
| SwinUNETRLesion Size=Small2026.05 | 41 | 1.26 | 66 | 56 | 61 | |
| LSTAILesion Size=Small2026.05 | 31 | 1.32 | 57 | 45 | 50 | |
| LSTAILesion Size=Medium2026.05 | 29 | 2 | 66 | 38 | 48 | |
| SAMSEGLesion Size=Medium2026.05 | 29 | 2.73 | 69 | 42 | 52 | |
| SAMSEGLesion Size=Small2026.05 | 8 | 1.82 | 37 | 12 | 18 | |
| SwinUNETRLesion Size=Very Small2026.05 | 8 | 0.97 | 7 | 11 | 8 | |
| nnU-NetLesion Size=Very Small2026.05 | 7 | 1 | 8 | 10 | 9 | |
| LSTAILesion Size=Very Small2026.05 | 6 | 1 | 4 | 9 | 5 | |
| SegResNetLesion Size=Very Small2026.05 | 5 | 0.94 | 7 | 7 | 7 | |
| SAMSEGLesion Size=Very Small2026.05 | 2 | 1.09 | 1 | 3 | 1 |