Crack Segmentation on CamCrack789 (test)
86.1mIoURIFT-B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RIFT-BInput size=512x512, Seeds=3 (mean)2026.05 | 86.1 | 83.9 | 84.9 | 85.2 | |
| RIFT-TInput size=512x512, Seeds=3 (mean)2026.05 | 85.6 | 83.2 | 84.1 | 84.4 | |
| MixerCSegEvaluation Setting=MixerCSeg2026.05 | 84.1 | 81.2 | 82 | 82.4 | |
| MixerCSeg2026.03 | 84.09 | 81.15 | 82.02 | 82.44 | |
| MixerCSegFLOPs (G)=2.05, Params (M)=2.54, Memory (MiB)=11902026.03 | 84.09 | 81.15 | 82.02 | 82.44 | |
| U-Net2026.03 | 83.72 | 79.91 | 80.66 | 73.53 | |
| U-NetFLOPs (G)=204.38, Params (M)=28.99, Memory (MiB)=43942026.03 | 83.72 | 79.91 | 80.66 | 73.53 | |
| RestorMixerEvaluation Setting=MixerCSeg2026.05 | 83.6 | 79.7 | 80.2 | 73.9 | |
| RestorMixer2026.03 | 83.56 | 79.65 | 80.18 | 73.92 | |
| RestorMixerFLOPs (G)=98.71, Params (M)=3.19, Memory (MiB)=103842026.03 | 83.56 | 79.65 | 80.18 | 73.92 | |
| SCSegambaEvaluation Setting=MixerCSeg2026.05 | 82.7 | 79.2 | 79.4 | 78.8 | |
| SCSegamba2026.03 | 82.68 | 79.19 | 79.39 | 78.76 | |
| SCSegambaFLOPs (G)=18.16, Params (M)=2.80, Memory (MiB)=22062026.03 | 82.68 | 79.19 | 79.39 | 78.76 | |
| CarNetEvaluation Setting=MixerCSeg2026.05 | 82.6 | 78.3 | 78.5 | 72.5 | |
| CarNet2026.03 | 82.57 | 78.3 | 78.53 | 72.51 | |
| CarNetFLOPs (G)=19.00, Params (M)=4.89, Memory (MiB)=18242026.03 | 82.57 | 78.3 | 78.53 | 72.51 | |
| DTrCNet2026.03 | 81.5 | 77.19 | 77.49 | 78.36 | |
| DTrCNetFLOPs (G)=122.55, Params (M)=63.83, Memory (MiB)=49522026.03 | 81.5 | 77.19 | 77.49 | 78.36 | |
| DTrCNetEvaluation Setting=MixerCSeg2026.05 | 81.5 | 77.2 | 77.9 | 78.4 | |
| MambaVision2026.03 | 81.46 | 76.03 | 76.26 | 70.76 | |
| MambaVisionFLOPs (G)=642.86, Params (M)=13.57, Memory (MiB)=52222026.03 | 81.46 | 76.03 | 76.26 | 70.76 | |
| RINDNetEvaluation Setting=MixerCSeg2026.05 | 81.4 | 76.3 | 77.3 | 60.5 | |
| RINDNet2026.03 | 81.37 | 76.28 | 77.28 | 60.5 | |
| RINDNetFLOPs (G)=695.77, Params (M)=59.39, Memory (MiB)=53922026.03 | 81.37 | 76.28 | 77.28 | 60.5 |