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. 2025 Dec 12;15:43680. doi: 10.1038/s41598-025-27413-y

Table 4.

The network performance is compared by using different network blocks, bold font indicates the best values.

Method Precision(%) IoU(%) MIoU(%) Accuracy(%) F1-score(%) FPS(f/s)
Origin 76.04 48.38 73.82 99.26 65.21 30.42
CBAM 76.80 47.58 73.42 99.26 64.48 39.34
Triplet 76.67 48.31 73.79 99.27 65.15 20.05
ECA 76.10 45.10 72.10 99.22 62.16 38.47
PSA 78.85 48.84 74.06 99.29 65.63 28.78