Binary Segmentation on ISIC 17
82.57mIoUDSVM-UNet
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DSVM-UNetResolution=256x256, Backbone=VMamba-S2026.01 | 82.57 | 90.62 | 96.69 | 98.34 | 92.08 | |
| VM-UNetV2Resolution=256x2562026.01 | 82.34 | 90.31 | 96.7 | 97.67 | 91.89 | |
| VM-UNet++Resolution=256x2562026.01 | 80.49 | 89.19 | 96.44 | 98.24 | 87.53 | |
| VM-UNetResolution=256x2562026.01 | 80.23 | 89.03 | 96.29 | 97.58 | 89.9 | |
| TransFuseResolution=256x2562026.01 | 79.21 | 88.4 | 96.17 | 97.98 | 87.14 | |
| MALUNetResolution=256x2562026.01 | 78.78 | 88.13 | 96.18 | 98.47 | 84.78 | |
| UTNetV2Resolution=256x2562026.01 | 77.35 | 87.23 | 95.84 | 98.05 | 84.85 | |
| UNetResolution=256x2562026.01 | 76.98 | 86.99 | 95.65 | 97.43 | 86.82 | |
| ASP-VMUNetResolution=256x2562026.01 | 75.63 | 86.12 | 93.77 | 97.44 | 81.89 |