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Binary Change Detection on LEVIR-CD+

87.57Recall

MambaBCD-Base

Updated 1mo ago

Evaluation Results

Method	Links
MambaBCD-Base 2024.04		87.57	89.24	99.06	88.39	79.2	87.91
MambaBCD-Tiny 2024.04		87.26	88.82	99.03	88.04	78.63	87.53
MambaBCD-Small 2024.04		86.49	89.17	99.02	87.81	78.27	87.3
CGNet 2024.04		86.02	81.46	98.63	83.68	71.94	82.97
SwinSUNet 2024.04		85.85	85.34	98.92	85.6	74.82	84.98
DSIFN 2024.04		84.36	83.78	98.7	84.07	72.52	83.39
SiamCRNN-18 2024.04		84.25	81.22	98.56	82.71	70.52	81.96
TransUNetCD 2024.04		84.18	83.08	98.66	83.63	71.86	82.93
SiamCRNN-34 2024.04		83.88	82.28	98.61	83.08	71.05	82.35
SEIFNet 2024.04		81.86	84.83	98.66	83.32	71.41	82.63
BIT-50 2024.04		81.84	85.02	98.67	83.4	71.53	82.71
SiamCRNN-50 2024.04		81.61	85.39	98.68	83.46	71.61	82.77
ChangeFormerV2 2024.04		81.32	79.1	98.36	80.2	66.94	79.35
BIT-101 2024.04		81.2	83.91	98.6	82.53	70.26	81.8
SiamCRNN-101 2024.04		80.96	85.56	98.67	83.2	71.23	82.5
BIT-34 2024.04		80.96	85.87	98.68	83.34	71.44	82.66
BIT-18 2024.04		80.86	83.76	98.58	82.28	69.9	81.54
CTDFormer 2024.04		80.03	80.58	98.4	80.3	67.09	79.47
ChangeFormerV3 2024.04		79.97	81.34	98.44	80.65	67.58	79.84
SNUNet 2024.04		78.73	71.07	97.83	74.7	59.62	73.57
ChangeFormerV6 2024.04		78.57	67.66	97.6	72.71	57.12	71.46
FC-Siam-Conc 2024.04		78.49	78.39	98.24	78.44	64.53	77.52
ChangeFormerV5 2024.04		77.96	78.5	98.23	78.23	64.24	77.31
ChangeFormerV1 2024.04		77	82.18	98.38	79.51	65.98	78.66
ChangeFormerV4 2024.04		76.68	75.07	98.01	75.87	61.12	74.83
HANet 2024.04		75.53	79.7	98.22	77.56	63.34	76.63
FC-Siam-Diff 2024.04		74.02	81.49	98.26	77.57	63.36	76.67
FC-EF 2024.04		71.77	69.12	97.54	70.42	54.34	69.14