Crack Segmentation on DeepCrack (test) benchmark leaderboard · SOTA2 Research

Crack Segmentation on DeepCrack (test)

91.51mIoUMixerCSeg

Evaluation Results

Method	Links
MixerCSeg2026.03		91.51	90.94	91.97	92.05
SCSegamba2026.03		90.22	89.38	89.9	91.1
RestorMixer2026.03		90.08	88.89	89.57	90.51
MambaVision2026.03		89.91	88.51	90.47	87.99
U-Net2026.03		89.87	88.68	89.4	89.99
CarNet2026.03		88.75	86.88	87.02	89.39
DTrCNet2026.03		86.61	84.73	85.12	85.66
RINDNet2026.03		83.91	80.87	82.67	83.77
RIFT-T2026.05		0.92	0.915	0.922	0.924
RIFT-B2026.05		0.92	0.915	0.92	0.927
MixerCSeg2026.03		0.9151	0.9094	0.9197	0.9205
MixerCSeg2026.05		0.915	0.909	0.92	0.921
SCSegamba2026.03		0.9022	0.8938	0.899	0.911
SCSegamba2026.05		0.902	0.894	0.899	0.911
RestorMixer2026.05		0.901	0.889	0.896	0.905
RestorMixer2026.03		0.9008	0.8889	0.8957	0.9051
MambaVision2026.03		0.8991	0.8851	0.9047	0.8799
U-Net2026.03		0.8987	0.8868	0.894	0.8999
CarNet2026.05		0.888	0.869	0.87	0.894
CarNet2026.03		0.8875	0.8688	0.8702	0.8939
DTrCNet2026.03		0.8661	0.8473	0.8512	0.8566
DTrCNet2026.05		0.866	0.847	0.851	0.857
RINDNet2026.03		0.8391	0.8087	0.8267	0.8377
RINDNet2026.05		0.839	0.809	0.827	0.838
MTSCrack2026.05		0.836	—	—	0.817