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. 2025 Aug 22;15:30973. doi: 10.1038/s41598-025-16846-0

Table 2.

Results of different segmentation methods on the nuclear cladding coating surface crack dataset.

Method MIoU(%) P(%) R(%) F1-Score(%)
U-Net 82.84 81.91 79.21 80.54
DeepLabv3+ 80.65 72.75 82.84 77.47
SETR 78.95 74.62 75.63 75.12
SegFormer 80.52 79.25 75.87 77.52
Mask2Former 82.22 83.82 84.60 84.20
CrackFormer-II 87.19 91.09 80.75 90.92
SAM 83.23 87.79 85.32 86.53
CrackCTFuse 92.70 88.47 97.01 92.54