| Model | Dice | mIoU | |||
| Crack | Pothole | All | |||
| UNet | 0.801 | 0.612 | 0.774 | 0.693 | |
| TransUNet | 0.844 | 0.688 | 0.796 | 0.742 | |
| TransUNet-RD | 0.913 | 0.767 | 0.823 | 0.795 | |