Binary Change Detection on LEVIR-CD+ benchmark leaderboard · SOTA2 Research

Binary Change Detection on LEVIR-CD+

87.57RecallMambaBCD-Base

Evaluation Results

Method	Links
MambaBCD-Base2024.04		87.57	89.24	99.06	88.39	79.2	87.91
MambaBCD-Tiny2024.04		87.26	88.82	99.03	88.04	78.63	87.53
MambaBCD-Small2024.04		86.49	89.17	99.02	87.81	78.27	87.3
CGNet2024.04		86.02	81.46	98.63	83.68	71.94	82.97
SwinSUNet2024.04		85.85	85.34	98.92	85.6	74.82	84.98
DSIFN2024.04		84.36	83.78	98.7	84.07	72.52	83.39
SiamCRNN-182024.04		84.25	81.22	98.56	82.71	70.52	81.96
TransUNetCD2024.04		84.18	83.08	98.66	83.63	71.86	82.93
SiamCRNN-342024.04		83.88	82.28	98.61	83.08	71.05	82.35
SEIFNet2024.04		81.86	84.83	98.66	83.32	71.41	82.63
BIT-502024.04		81.84	85.02	98.67	83.4	71.53	82.71
SiamCRNN-502024.04		81.61	85.39	98.68	83.46	71.61	82.77
ChangeFormerV22024.04		81.32	79.1	98.36	80.2	66.94	79.35
BIT-1012024.04		81.2	83.91	98.6	82.53	70.26	81.8
SiamCRNN-1012024.04		80.96	85.56	98.67	83.2	71.23	82.5
BIT-342024.04		80.96	85.87	98.68	83.34	71.44	82.66
BIT-182024.04		80.86	83.76	98.58	82.28	69.9	81.54
CTDFormer2024.04		80.03	80.58	98.4	80.3	67.09	79.47
ChangeFormerV32024.04		79.97	81.34	98.44	80.65	67.58	79.84
SNUNet2024.04		78.73	71.07	97.83	74.7	59.62	73.57
ChangeFormerV62024.04		78.57	67.66	97.6	72.71	57.12	71.46
FC-Siam-Conc2024.04		78.49	78.39	98.24	78.44	64.53	77.52
ChangeFormerV52024.04		77.96	78.5	98.23	78.23	64.24	77.31
ChangeFormerV12024.04		77	82.18	98.38	79.51	65.98	78.66
ChangeFormerV42024.04		76.68	75.07	98.01	75.87	61.12	74.83
HANet2024.04		75.53	79.7	98.22	77.56	63.34	76.63
FC-Siam-Diff2024.04		74.02	81.49	98.26	77.57	63.36	76.67
FC-EF2024.04		71.77	69.12	97.54	70.42	54.34	69.14