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Comparison of indicator parameters for ResNet152-based, FCN, Unet, SegNet and CDDS.
| Methods | Recall (%) | Precision (%) | F-measure (%) | Crack IoU (%) | Background IoU (%) |
|---|---|---|---|---|---|
| ResNet152-based | 57.49 | 74.99 | 63.68 | 47.68 | 99.54 |
| FCN | 71.53 | 72.57 | 69.37 | 55.70 | 99.69 |
| UNet | 78.33 | 77.14 | 76.20 | 62.71 | 99.73 |
| SegNet | 79.15 | 77.85 | 77.22 | 64.37 | 99.74 |
| CDDS | 80.45 | 80.31 | 79.16 | 66.76 | 99.76 |
