2D Thin-Structure Segmentation on FIVES 2D (test)
90.71Dice CoefficientCSWinUNETR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CSWinUNETR#P=31M2026.06 | 90.71 | 90.88 | 33.07 | 25.62 | |
| SwinUNETRv2#P=29M2026.06 | 89.9 | 90.2 | 39.37 | 27.18 | |
| nnUNetv2 + clDice#P=46M2026.06 | 89.88 | 90.14 | 36.63 | 29.98 | |
| CSWin-UNET#P=24M2026.06 | 89.8 | 90.83 | 34.34 | 27 | |
| IncepFormer#P=15M2026.06 | 89.57 | 89.89 | 56.27 | 28.59 | |
| nnUNetv2 + ske-recall#P=46M2026.06 | 89.42 | 89.66 | 35.62 | 30.75 | |
| nnUNetv2 + cbDice#P=46M2026.06 | 89.4 | 88.83 | 36.78 | 35.69 | |
| SwinUNETR#P=25M2026.06 | 89.35 | 90.25 | 41.46 | 26.96 | |
| nnUNetv2#P=46M2026.06 | 89.26 | 87.96 | 37.62 | 33.75 | |
| SGAT-Net#P=8M2026.06 | 88.95 | 89.42 | 42.68 | 33.43 | |
| nnUNetv2 + GLCP#P=46M2026.06 | 88.56 | 89.01 | 48.95 | 39.09 | |
| DSCNet#P=2M2026.06 | 88.22 | 88.46 | 63.02 | 30.43 | |
| CS2-Net#P=8M2026.06 | 87.69 | 88.75 | 60.66 | 36.21 | |
| UNETR#P=88M2026.06 | 87.65 | 88.5 | 56.02 | 36.18 | |
| TMP+U-Net#P=17M2026.06 | 86.64 | 87.17 | 64.56 | 37.67 |