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Comparison of quantitative evaluations on the Roadway cracks dataset.
| Methods | PPV | TPR | F1 | HD-Score |
|---|---|---|---|---|
| CrackForest | 23.21% | 77.03% | 5.07% | 47 |
| FCN-VGG | 0.00% | 0.00% | N/A | N/A |
| DeepCrack-1 | 46.03% | 76.04% | 44.32 | 53 |
| DeepCrack-2 | 0.00% | 0.00% | N/A | N/A |
| Pix2pix cGAN | 73.04% | 79.07% | 83.01% | 82 |
| CrackGAN | 79.34% | 72.27% | 76.31 | 67 |
| ICGA | 88.03% | 90.06% | 85.01% | 94 |
