Cross-Dataset Crack Segmentation (DeepCrack, Crack500, CamCrack789, CrackMap)
65.3mIoU (DeepC -> C500)RIFT-B
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RIFT-B2026.05 | 65.3 | 81.3 | 68.8 | 89.1 | 76.7 | 81.5 | 91.3 | 64.2 | 77.1 | 83 | 70.8 | 69.9 | 76.6 | |
| RIFT-TConfiguration=Lightweight2026.05 | 64.4 | 81.7 | 73.8 | 89.1 | 77.9 | 82.9 | 90.8 | 64.7 | 77.8 | 82.7 | 69.6 | 68.3 | 77 | |
| MixerCSeg2026.05 | 63.5 | 78.2 | 60.5 | 86.3 | 72.2 | 81.3 | 90.5 | 61.1 | 71.1 | 68 | 58.5 | 60.6 | 71 | |
| SCSegamba2026.05 | 57.9 | 78.9 | 68.5 | 85.4 | 73.8 | 79.6 | 89.2 | 63 | 74.2 | 83.1 | 70.4 | 72 | 74.6 | |
| DTrCNet2026.05 | 56.4 | 74.9 | 63.6 | 83.4 | 70.5 | 78 | 84.3 | 58.6 | 67.7 | 70.2 | 60.3 | 62.9 | 69.2 | |
| RINDNet2026.05 | 54.9 | 73.6 | 60.2 | 81.7 | 68.7 | 75.3 | 82.5 | 56.8 | 64.3 | 64.2 | 55.3 | 59.4 | 66.4 | |
| CarNet2026.05 | 51.5 | 75.6 | 57.5 | 78.5 | 65.5 | 72.2 | 84.6 | 53.4 | 62.4 | 65.2 | 56.2 | 55.5 | 64.8 |