Research Article
[Retracted] A Pavement Crack Detection Method Based on Multiscale Attention and HFS
Table 3
Test results of each algorithm’s segmentation index on the Crack500 dataset.
| Algorithm | Accuracy% | Precision% | Dice% | IoU% | FPS |
| U-Net [35] | 96.12 | 69.88 | 65.33 | 53.22 | 47.49 | CE-Net [21] | 96.89 | 70.47 | 63.85 | 51.59 | 43.90 | DeepLabv3 [24] | 96.91 | 70.41 | 65.26 | 53.34 | 23.12 | DeepLabv3+ [36] | 96.94 | 71.06 | 66.18 | 54.43 | 23.80 | MACSNet (our) | 98.62 | 74.26 | 67.43 | 55.56 | 30.91 |
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