Segmentation on PDDCA
90.07Brainstem DSCHUR-MACL
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| HUR-MACL2026.01 | 90.07 | 0.79 | 66.24 | 1.5 | 93.99 | 0.81 | 76.45 | 0.78 | 74.18 | 1.8 | 85.45 | 1.24 | 86.5 | 1.17 | 81.84 | 1.16 | |
| nnU-Net2026.01 | 87.21 | 1.03 | 48.62 | 1.71 | 91.12 | 1.42 | 71.35 | 0.89 | 68.12 | 3.02 | 84.68 | 1.39 | 85.4 | 1.48 | 76.64 | 1.56 | |
| U-Net2026.01 | 86.99 | 1.15 | 46.42 | 1.68 | 90.23 | 1.57 | 71.47 | 0.72 | 66.88 | 1.11 | 84.71 | 1.44 | 84.92 | 1.56 | 75.95 | 1.32 | |
| MHL-Net2026.01 | 86.75 | 1.33 | 53.16 | 1.69 | 91.22 | 1.58 | 70.03 | 0.95 | 69.15 | 2.88 | 84.32 | 1.57 | 83.77 | 1.65 | 76.91 | 1.66 | |
| FocusNet2026.01 | 86.59 | 1.55 | 56.42 | 1.41 | 92.07 | 1.37 | 72.46 | 2.4 | 64.14 | 2.86 | 85.01 | 1.36 | 83.91 | 1.49 | 77.23 | 1.78 | |
| Swin-mamba2026.01 | 84.74 | 1.23 | 25.11 | 3.5 | 89.8 | 2.22 | 67.1 | 1.66 | 61.47 | 2.61 | 83.73 | 1.4 | 81.04 | 1.78 | 70.43 | 2.06 | |
| Mamba-UNet2026.01 | 84.44 | 1.37 | 32.33 | 2.71 | 86.28 | 2.1 | 63.62 | 2.54 | 57.79 | 3.04 | 81.78 | 1.85 | 80.64 | 1.87 | 69.55 | 2.21 | |
| Missformer2026.01 | 83.2 | 1.53 | 28.87 | 3.18 | 67.31 | 5.47 | 51.95 | 3.36 | 47.12 | 4.07 | 76.21 | 2.48 | 76.77 | 2.42 | 61.63 | 3.22 | |
| TransUNet2026.01 | 77.7 | 1.92 | 30.72 | 2.66 | 66.6 | 5.89 | 34.4 | 3.1 | 31.01 | 3.07 | 70.21 | 2.84 | 71.94 | 2.73 | 54.65 | 3.17 |