Binary Segmentation on ISIC18
81.51mIoUDSVM-UNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DSVM-UNetResolution=256x256, Backbone=VMamba-S2026.01 | 81.51 | 90.45 | 95.43 | 97.66 | 91.26 | |
| VM-UNetV2Resolution=256x2562026.01 | 81.37 | 89.73 | 95.06 | 97.13 | 88.64 | |
| VM-UNetResolution=256x2562026.01 | 81.35 | 89.71 | 94.91 | 96.13 | 91.12 | |
| TransFuseResolution=256x2562026.01 | 80.63 | 89.27 | 94.66 | 95.74 | 91.28 | |
| MALUNetResolution=256x2562026.01 | 80.25 | 89.04 | 94.62 | 96.19 | 89.74 | |
| VM-UNet++Resolution=256x2562026.01 | 80.17 | 88.99 | 94.67 | 96.64 | 88.52 | |
| ASP-VMUNetResolution=256x2562026.01 | 80.03 | 88.91 | 93.84 | 96.02 | 88.23 | |
| Att-UNetResolution=256x2562026.01 | 78.43 | 87.91 | 94.13 | 96.23 | 87.6 | |
| UNet++Resolution=256x2562026.01 | 78.31 | 87.83 | 94.02 | 95.75 | 88.65 | |
| UNetResolution=256x2562026.01 | 77.86 | 87.55 | 94.05 | 96.69 | 85.86 |