Crack Segmentation on Crack500
79.15mIoUFGOS-Net
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FGOS-Net2026.03 | 79.15 | 78.29 | 78.34 | 79.87 | 78.32 | 83.85 | — | — | — | |
| SimCrack2026.03 | 78.76 | 74.35 | 74.55 | 78.25 | 74.42 | 82.03 | — | — | — | |
| SCSegamba2026.03 | 78.75 | 77.82 | 76.27 | 79.44 | 77.82 | 79.5 | — | — | — | |
| FFM2026.03 | 78.75 | 74.5 | 74.3 | 78.61 | 74.54 | 82.03 | — | — | — | |
| RIND2026.03 | 78.24 | 72.98 | 70.85 | 79.41 | 72.98 | 80.93 | — | — | — | |
| SCRWKV2026.05 | 77.87 | 75.52 | 70.13 | 81.8 | 72.56 | — | 74.47 | — | — | |
| CT-CrackSeg2026.03 | 77.81 | 74.06 | 75.65 | 72.53 | 74.38 | 82.98 | — | — | — | |
| SCSegamba2026.05 | 77.78 | 75.53 | 72.7 | 78.59 | 72.44 | — | 73.7 | — | — | |
| Swin-UMamba2026.03 | 77.52 | 72.86 | 74.05 | 76.37 | 73.02 | 80.53 | — | — | — | |
| VMamba2026.03 | 77.35 | 72.66 | 73.38 | 76.39 | 72.87 | 79.83 | — | — | — | |
| GLCP2026.03 | 77.28 | 74.5 | 72.46 | 76.94 | 74.51 | 82.66 | — | — | — | |
| SimCrack2026.05 | 77.15 | 75.16 | 70.93 | 79.84 | 71.27 | — | 73.08 | — | — | |
| VM-UNet2026.03 | 76.83 | 71.58 | 71.05 | 77.22 | 71.6 | 79.16 | — | — | — | |
| PlainMamba2026.05 | 76.82 | 73.58 | 71.7 | 75.57 | 70.35 | — | 71.73 | — | — | |
| MambaIR2026.05 | 76.63 | 74.35 | 72.04 | 76.81 | 70.43 | — | 71.89 | — | — | |
| DTrCNet2026.05 | 76.27 | 73.57 | 65.27 | 82.8 | 70.12 | — | 72.41 | — | — | |
| SFIAN2026.05 | 76.04 | 73.43 | 69.83 | 77.42 | 69.77 | — | 73.48 | — | — | |
| CSMamba2026.05 | 75.92 | 73.15 | 68.58 | 78.23 | 69.31 | — | 71.62 | — | — | |
| CTCrackSeg2026.05 | 75.91 | 73.22 | 69.4 | 77.48 | 69.41 | — | 70.59 | — | — | |
| Crackmer2026.05 | 75.91 | 72.67 | 69.85 | 75.72 | 69.33 | — | 70.97 | — | — | |
| RIND2026.05 | 73.81 | 71.19 | 69.98 | 72.45 | 64.69 | — | 64.83 | — | — | |
| PlainMamba2026.03 | 70.94 | 62.74 | 66.74 | 65.34 | 63.36 | 66.48 | — | — | — | |
| PEPA SAM2026.06 | 64.8 | — | — | — | — | 79.6 | — | — | — | |
| DBCNet2026.06 | 64.7 | — | — | — | — | 78.8 | — | — | — | |
| FPBE SAM2026.06 | 64.1 | — | — | — | — | 78.6 | — | — | — | |
| CrossDiff2026.06 | 64 | — | — | — | — | 78.5 | — | — | — | |
| nnU-Net2026.06 | 63.1 | — | — | — | — | 76.2 | — | — | — | |
| TVS-Net2026.06 | 61 | — | — | — | — | 72 | — | — | — | |
| Mid-Net2026.06 | 60.7 | — | — | — | — | 74.8 | — | — | — | |
| HM-Mamba2026.06 | 60.4 | — | — | — | — | 72 | — | — | — | |
| GCC-UNet2026.06 | 58.8 | — | — | — | — | 73.5 | — | — | — | |
| Crackformer2026.06 | — | 64.75 | 69.13 | 66.24 | — | — | — | — | — | |
| DRU2026.06 | — | 62.82 | 61.94 | 71.43 | — | — | — | — | — | |
| JTFN2026.06 | — | 65.76 | 68.81 | 69.06 | — | — | — | — | — | |
| JTFN + CIRL2026.06 | — | 67.62 | 70.32 | 69.93 | — | — | — | — | — | |
| MixerCSeg2026.05 | — | — | — | — | — | 80.5 | — | 65.2 | 4.7 | |
| NADS2026.06 | — | 70.97 | 71.02 | 70.53 | — | — | — | — | — | |
| Prob. Unet2026.06 | — | 60.8 | 56.8 | 69.39 | — | — | — | — | — | |
| RIFT-B2026.05 | — | — | — | — | — | 82 | — | 68.3 | 6.2 | |
| RIFT-T2026.05 | — | — | — | — | — | 82.4 | — | 67.4 | 5.8 | |
| SCSegamba2026.05 | — | — | — | — | — | 77.9 | — | 63.2 | 6.5 | |
| TopoNet2026.06 | — | 60.06 | 66.81 | 62.68 | — | — | — | — | — | |
| UNet2026.06 | — | 61.83 | 62.22 | 68.85 | — | — | — | — | — | |
| VGG-UNet2026.06 | — | 51.79 | 58.18 | 60.26 | — | — | — | — | — |