MS Lesion Segmentation on MSLesSeg
72DicennU-Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| nnU-NetLesion Size=Large2026.05 | 72 | 4.29 | 92 | 88 | 90 | |
| SegResNetLesion Size=Large2026.05 | 64 | 4.26 | 85 | 80 | 83 | |
| SwinUNETRLesion Size=Large2026.05 | 62 | 4.46 | 85 | 79 | 82 | |
| LSTAILesion Size=Large2026.05 | 60 | 5.34 | 87 | 77 | 82 | |
| nnU-NetLesion Size=Medium2026.05 | 58 | 2.62 | 86 | 77 | 82 | |
| SegResNetLesion Size=Medium2026.05 | 56 | 2.09 | 82 | 72 | 77 | |
| SwinUNETRLesion Size=Medium2026.05 | 54 | 2.23 | 75 | 70 | 73 | |
| SAMSEGLesion Size=Large2026.05 | 51 | 7.14 | 81 | 69 | 74 | |
| LSTAILesion Size=Medium2026.05 | 42 | 2.22 | 72 | 59 | 65 | |
| nnU-NetLesion Size=Small2026.05 | 39 | 1.29 | 71 | 54 | 61 | |
| SegResNetLesion Size=Small2026.05 | 36 | 1.29 | 63 | 48 | 54 | |
| SwinUNETRLesion Size=Small2026.05 | 36 | 1.27 | 60 | 47 | 53 | |
| LSTAILesion Size=Small2026.05 | 27 | 1.59 | 45 | 41 | 43 | |
| SAMSEGLesion Size=Medium2026.05 | 24 | 2.89 | 63 | 34 | 44 | |
| SAMSEGLesion Size=Small2026.05 | 6 | 2 | 40 | 8 | 14 | |
| SegResNetLesion Size=Very Small2026.05 | 3 | 1.03 | 5 | 5 | 5 | |
| nnU-NetLesion Size=Very Small2026.05 | 3 | 1.04 | 6 | 5 | 5 | |
| SwinUNETRLesion Size=Very Small2026.05 | 2 | 1 | 2 | 2 | 2 | |
| SAMSEGLesion Size=Very Small2026.05 | 1 | 1.41 | 0 | 1 | 1 | |
| LSTAILesion Size=Very Small2026.05 | 0 | — | 0 | 0 | — |