表 2. Comparison of segmentation results evaluation of different models (
).
不同模型的分割结果评估对比(
)
| 方法 | DSC | IoU | VOE | RVD | SP | SE | PC |
| U-Net | 0.935 ± 0.007 | 0.879 ± 0.012 | 0.065 ± 0.015 | 0.067 ± 0.017 | 0.972 ± 0.010 | 0.957 ± 0.017 | 0.916 ± 0.030 |
| SegNet | 0.909 ± 0.009 | 0.834 ± 0.016 | 0.123 ± 0.056 | 0.134 ± 0.061 | 0.948 ± 0.014 | 0.969 ± 0.019 | 0.858 ± 0.032 |
| U-Net++ | 0.930 ± 0.012 | 0.870 ± 0.021 | 0.057 ± 0.039 | 0.060 ± 0.043 | 0.968 ± 0.011 | 0.958 ± 0.007 | 0.905 ± 0.028 |
| U-Net3+ | 0.912 ± 0.013 | 0.838 ± 0.021 | 0.132 ± 0.028 | 0.334 ± 0.316 | 0.947 ± 0.010 | 0.976 ± 0.003 | 0.856 ± 0.023 |
| DeepLabv3+ | 0.937 ± 0.003 | 0.881 ± 0.006 | 0.060 ± 0.017 | 0.063 ± 0.019 | 0.969 ± 0.004 | 0.966 ± 0.006 | 0.910 ± 0.010 |
| DSPA-Net | 0.972 ± 0.002 | 0.945 ± 0.004 | 0.012 ± 0.002 | 0.012 ± 0.002 | 0.989 ± 0.001 | 0.977 ± 0.001 | 0.966 ± 0.003 |