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Table 5 Comprehensive evaluation indexes of “Crackforest” dataset segmentation obtained by several networks

From: Gear Pitting Measurement by Multi-Scale Splicing Attention U-Net

Model

P

R

MIoU

F1

U-Net

90.37

89.74

85.01

90.05

Attention U-Net

88.16

86.10

82.43

87.12

MSSA U-Net

93.61

91.02

88.75

92.29

  1. Bold values indicate that the detection accuracy of the proposed method is significantly better than that of other methods