Skin Lesion Segmentation on ISIC Official 256 2018
88.72DiceMS-DKC-AttNextTopo-VCSF
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MS-DKC-AttNextTopo-VCSFNoAug=true2026.06 | 88.72 | 82.14 | 93.16 | 89.65 | 95.53 | 91.73 | 48.78 | 19.9694 | 4.13 | |
| AttNextTopo-BaselineNoAug=true2026.06 | 88.18 | 80.88 | 92.84 | 90.8 | 95.2 | 89.29 | 40.02 | 19.5901 | 4.2647 | |
| MS-DKC-AttNext-SBR2026.06 | 87.85 | 80.56 | 92.96 | 90.23 | 95.78 | 89.38 | 36.82 | 18.8962 | 7.7266 | |
| U-Net2026.06 | 86.22 | 75.78 | 92.46 | 84.28 | 95.64 | 88.29 | 38.96 | 23.3511 | 8.259 | |
| GLAD-Net2026.06 | 85.6 | 74.83 | 91.93 | 85.81 | 94.3 | 85.44 | 29.41 | 25.9696 | 9.6199 | |
| U-Net-Transformer2026.06 | 83.19 | 71.23 | 91.11 | 78.72 | 95.92 | 88.26 | 34.14 | 25.5851 | 9.6226 | |
| Shallow U-Net2026.06 | 79.25 | 65.63 | 88.64 | 77.52 | 92.96 | 81.06 | 26.63 | 51.5305 | 14.195 |