Table 2 Performance comparison between Scu-Net and several commonly used partition networks
Networks \ Evalustions | MloU (%) | MPA (%) | MPrecision (%) | MDice (%) | Hausdorf95 (mm) | ASD (mm) |
|---|---|---|---|---|---|---|
UNetVgg16 | 84.22 | 90.31 | 92.06 | 91.17 | 27.35 | 0.85 |
UNetResNet50 | 62.08 | 67.67 | 86.31 | 74.6 | 59.79 | 0.95 |
UNet | 76.26 | 79.77 | 93.76 | 85.9 | 37.37 | 0.42 |
Deep1abv3ResNet50 | 69.48 | 79.5 | 82.58 | 80.82 | 44.01 | 1.07 |
FCN8s | 81.16 | 84.72 | 94.52 | 89.23 | 30.09 | 0.74 |
SCU-Net (Ours) | 86.8 | 90.74 | 94.63 | 92.62 | 17.71 | 0.37 |