Table 5 Comparison of experimental results on PH2 dataset.

From: VMKLA-UNet: vision Mamba with KAN linear attention U-Net

Dataset

Model

DSC (%)

Spe (%)

Sen (%)

PH2

UNet1

90.60

94.40

92.55

Att-UNet9

93.55

96.93

94.12

SCR-Net41

89.89

94.46

91.14

TransNorm34

94.11

98.12

94.22

Att-Swin UNet14

90.96

96.81

88.18

VMUNet5

90.33

94.83

91.31

UltraLight VM-UNet42

92.95

96.06

93.45

Ours

94.26 ± 0.052

98.46 ± 0.045

91.59 ± 0.059

  1. Significant values are in bold.
Back to article page