Crack Segmentation on CrackMap (test)
82.7mIoURIFT-B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RIFT-BInput size=512x512, Seeds=3 (mean)2026.05 | 82.7 | 80 | 80.6 | 80 | |
| MixerCSeg2026.03 | 81.23 | 77.81 | 78.06 | 78.17 | |
| MixerCSegFLOPs (G)=2.05, Params (M)=2.54, Memory (MiB)=11902026.03 | 81.23 | 77.81 | 78.06 | 78.17 | |
| MixerCSegEvaluation Setting=MixerCSeg2026.05 | 81.2 | 77.8 | 78.1 | 78.2 | |
| RIFT-TInput size=512x512, Seeds=3 (mean)2026.05 | 81.2 | 77.8 | 78.7 | 77.5 | |
| SCSegamba2026.03 | 80.94 | 77.41 | 77.66 | 76.78 | |
| SCSegambaFLOPs (G)=18.16, Params (M)=2.80, Memory (MiB)=22062026.03 | 80.94 | 77.41 | 77.66 | 76.78 | |
| SCSegambaEvaluation Setting=MixerCSeg2026.05 | 80.9 | 77.4 | 77.7 | 76.8 | |
| U-Net2026.03 | 79.83 | 75.4 | 78.65 | 73.63 | |
| U-NetFLOPs (G)=204.38, Params (M)=28.99, Memory (MiB)=43942026.03 | 79.83 | 75.4 | 78.65 | 73.63 | |
| RestorMixerEvaluation Setting=MixerCSeg2026.05 | 78.9 | 74.1 | 78.4 | 66.3 | |
| RestorMixer2026.03 | 78.87 | 74.14 | 78.44 | 66.31 | |
| RestorMixerFLOPs (G)=98.71, Params (M)=3.19, Memory (MiB)=103842026.03 | 78.87 | 74.14 | 78.44 | 66.31 | |
| DTrCNet2026.03 | 78.12 | 73.28 | 74.13 | 72.76 | |
| DTrCNetFLOPs (G)=122.55, Params (M)=63.83, Memory (MiB)=49522026.03 | 78.12 | 73.28 | 74.13 | 72.76 | |
| DTrCNetEvaluation Setting=MixerCSeg2026.05 | 78.1 | 73.3 | 74.1 | 72.8 | |
| MambaVision2026.03 | 77.37 | 71.62 | 76.57 | 68.62 | |
| MambaVisionFLOPs (G)=642.86, Params (M)=13.57, Memory (MiB)=52222026.03 | 77.37 | 71.62 | 76.57 | 68.62 | |
| CarNetEvaluation Setting=MixerCSeg2026.05 | 75.7 | 68.4 | 71.2 | 64 | |
| CarNet2026.03 | 75.68 | 68.4 | 71.17 | 64 | |
| CarNetFLOPs (G)=19.00, Params (M)=4.89, Memory (MiB)=18242026.03 | 75.68 | 68.4 | 71.17 | 64 | |
| RINDNetEvaluation Setting=MixerCSeg2026.05 | 74.3 | 67.5 | 69.4 | 67 | |
| RINDNet2026.03 | 74.25 | 67.45 | 69.43 | 66.99 | |
| RINDNetFLOPs (G)=695.77, Params (M)=59.39, Memory (MiB)=53922026.03 | 74.25 | 67.45 | 69.43 | 66.99 |