Skip to main content
. 2021 Jan 7;21(2):369. doi: 10.3390/s21020369

Table 2.

Comparison of sensitivity according to the location of the attention modules.

Configurations Datasets
Montgomery JSRT Shenzhen
U-Net+X(1) 0.971 ± 0.001 0.961 ± 0.001 0.949 ± 0.001
U-Net+X(2) 0.969 ± 0.001 0.960 ± 0.001 0.948 ± 0.001
U-Net+X(3) 0.966 ± 0.002 0.959 ± 0.001 0.948 ± 0.001
U-Net+X(4) 0.986 ± 0.001 0.958 ± 0.002 0.947 ± 0.001
U-Net+Y(1) 0.968 ± 0.001 0.959 ± 0.001 0.949 ± 0.001
U-Net+Y(2) 0.968 ± 0.001 0.959 ± 0.001 0.949 ± 0.001
U-Net+Y(3) 0.967 ± 0.001 0.959 ± 0.001 0.947 ± 0.001
U-Net+Y(4) 0.964 ± 0.002 0.958 ± 0.001 0.946 ± 0.001
U-Net+X(1) +X(2) 0.969 ± 0.002 0.960 ± 0.001 0.948 ± 0.001
U-Net+X(3) +X(4) 0.966 ± 0.001 0.959 ± 0.001 0.947 ± 0.001
U-Net+X(1)+X(2)+X(3)+X(4) 0.969 ± 0.002 0.961 ± 0.002 0.947 ± 0.001
U-Net+Y(1) +Y(2) 0.971 ± 0.001 0.962 ± 0.001 0.949 ± 0.001
U-Net+Y(3) +Y(4) 0.966 ± 0.002 0.958 ± 0.001 0.948 ± 0.001
U-Net+Y(1) +Y(2)+Y(3) +Y(4) 0.969 ± 0.002 0.959 ± 0.001 0.949 ± 0.001
U-Net+X(1) +X(2)+Y(1) +Y(2) 0.973 ± 0.001 0.963 ± 0.001 0.952 ± 0.001
U-Net+X(3) +X(4)+Y(3) +Y(4) 0.969 ± 0.001 0.959 ± 0.001 0.949 ± 0.001