Table 7 Ablation experiments on the TUS dataset.

From: Attention residual network for medical ultrasound image segmentation

 

mIOU(%)

F1(%)

Accuracy(%)

U-Net

65.89

77.17

94.51

U-Net+Residual connection

76.25

85.10

95.56

U-Net+Residual connection+Attention block

79.31

86.60

96.42

ARU-Net

84.82

91.30

97.73