Table 5.
Models | ACC | SEN | SPE | AUC | F1 | IOU | MCC |
---|---|---|---|---|---|---|---|
M-Net (35) | 0.9674 | 0.7680 | 0.9868 | 0.9829 | - | 0.6726 | - |
AG-UNet (16) | 0.9692 | 0.8100 | 0.9848 | 0.9856 | - | 0.6965 | - |
RSAN (36) | 0.9691 | 0.8149 | 0.9839 | 0.9855 | 0.8222 | - | - |
NFN+ (37) | 0.9668 | 0.8002 | 0.9790 | 0.9832 | - | - | - |
Pyramid U-Net (21) | 0.9615 | 0.8213 | 0.9807 | 0.9815 | - | - | - |
SCS-Net (38) | 0.9697 | 0.8289 | 0.9838 | 0.9837 | - | - | - |
Deng et al. (39) | 0.9683 | 0.8363 | 0.9811 | - | 0.8211 | - | - |
Xu et al. (40) | 0.9689 | 0.8342 | 0.9821 | 0.9858 | - | - | - |
U-Net (5) | 0.9690 | 0.7906 | 0.9861 | 0.9849 | 0.8170 | 0.6907 | 0.8007 |
Attention UNet (41) | 0.9685 | 0.7663 | 0.9879 | 0.9834 | 0.8099 | 0.6805 | 0.7943 |
SD-UNet (24) | 0.9695 | 0.7831 | 0.9874 | 0.9854 | 0.8182 | 0.6923 | 0.8025 |
MultiResUNet (27) | 0.9697 | 0.7825 | 0.9876 | 0.9859 | 0.8188 | 0.6931 | 0.8033 |
DRNet (20) | 0.9672 | 0.7967 | 0.9836 | 0.9815 | 0.8099 | 0.6804 | 0.7921 |
BCR-UNet | 0.9695 | 0.8183 | 0.9840 | 0.9866 | 0.8246 | 0.7015 | 0.8075 |
Bold values is the highest scores for the metrics.