Table V. p-values of paired student’s t-test are demonstrated to test the significance of performance difference for different methods. p-values higher than 0.05 are highlighted in bold face.
ESUPNet | UNetMF | MMED-S | SegNetRF | CNTCVX | LDAMT | HQNet | CNN3DST | FCN2D3D | EnCNNU | DenseUMT | ||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Areas | ||||||||||||
ResUNet | <0.001 | 0.41 | <0.001 | <0.001 | 0.042 | 0.98 | <0.001 | <0.001 | <0.001 | 0.25 | 0.0033 | |
ESUPNet | < 0.001 | 0.10 | <0.001 | <0.001 | < 0.001 | <0.001 | <0.001 | 0.07 | <0.001 | 0.0062 | ||
UNetMF | <0.001 | <0.001 | 0.20 | 0.38 | <0.001 | <0.001 | <0.001 | 0.74 | 0.028 | |||
MMED-S | <0.001 | 0.03 | < 0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.22 | ||||
SegNetRF | <0.001 | < 0.001 | <0.001 | 0.0013 | <0.001 | <0.001 | <0.001 | |||||
CNTCVX | 0.034 | <0.001 | <0.001 | <0.001 | 0.33 | 0.38 | ||||||
LDAMT | <0.001 | <0.001 | <0.001 | 0.22 | 0.0023 | |||||||
HQNet | <0.001 | <0.001 | <0.001 | <0.001 | ||||||||
CNN3DST | <0.001 | <0.001 | <0.001 | |||||||||
FCN2D3D | <0.001 | <0.001 | ||||||||||
EnCNNU | 0.057 | |||||||||||
Dimensions | ||||||||||||
ResUNet | 0.041 | < 0.001 | <0.001 | <0.001 | <0.001 | 0.031 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
ESUPNet | < 0.001 | <0.001 | <0.001 | <0.001 | 0.97 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | ||
UNetMF | 0.034 | 0.25 | <0.001 | < 0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |||
MMED-S | <0.001 | <0.001 | < 0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | ||||
SegNetRF | <0.001 | < 0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |||||
CNTCVX | < 0.001 | <0.001 | <0.001 | 0.21 | 0.036 | 0.05 | ||||||
LDAMT | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |||||||
HQNet | <0.001 | <0.001 | <0.001 | <0.001 | ||||||||
CNN3DST | <0.001 | <0.001 | 0.0011 | |||||||||
FCN2D3D | 0.00021 | 0.44 | ||||||||||
EnCNNU | <0.001 | |||||||||||
RWTs | ||||||||||||
ResUNet | <0.001 | < 0.001 | 0.0092 | <0.001 | <0.001 | 0.014 | <0.001 | 0.087 | <0.001 | 0.09 | 0.17 | |
ESUPNet | 0.05 | 0.0063 | <0.001 | 0.9 | < 0.001 | <0.001 | 0.047 | 0.55 | <0.001 | <0.001 | ||
UNetMF | 0.41 | <0.001 | 0.062 | < 0.001 | <0.001 | 0.52 | 0.014 | <0.001 | <0.001 | |||
MMED-S | <0.001 | 0.0083 | < 0.001 | <0.001 | 0.94 | 0.0014 | <0.001 | <0.001 | ||||
SegNetRF | <0.001 | < 0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |||||
CNTCVX | < 0.001 | <0.001 | 0.055 | 0.49 | <0.001 | <0.001 | ||||||
LDAMT | <0.001 | <0.001 | <0.001 | 0.55 | 0.38 | |||||||
HQNet | <0.001 | <0.001 | <0.001 | <0.001 | ||||||||
CNN3DST | 0.018 | 0.0038 | 0.0077 | |||||||||
FCN2D3D | <0.001 | <0.001 | ||||||||||
EnCNNU | 0.78 |