Table 3.
Encoder | DSC | Sensitivity | Specificity | HD |
---|---|---|---|---|
U-NET | 0.809 | 0.799 | 0.998 | 12.926 |
Modified U-NET | 0.814 | 0.783 | 0.999 | 13.341 |
VGGNet | 0.837 | 0.819 | 0.998 | 12.633 |
ResNet | 0.811 | 0.789 | 0.998 | 13.652 |
DenseNet | 0.839 | 0.827 | 0.998 | 13.156 |
Xception | 0.839 | 0.856 | 0.998 | 11.337 |
MobileNet | 0.835 | 0.843 | 0.998 | 10.924 |
NASNet | 0.834 | 0.826 | 0.998 | 12.608 |
MobileNetV2 | 0.827 | 0.822 | 0.998 | 12.029 |
Best values are shown in bold