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. 2022 Aug 25;39(4):721–729. [Article in Chinese] doi: 10.7507/1001-5515.202108005

表 2. Comparison of segmentation results evaluation of different models (Inline graphic).

不同模型的分割结果评估对比(Inline graphic

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