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Remote Sensing Change Detection on CLCD (test)

78.55F1 Score

CDMaskFormer

Updated 1mo ago

Evaluation Results

Method
CDMaskFormer 2024.06	78.55	77.27	79.87	64.67	96.86
SARASNet 2024.06	74.7	72.83	76.68	59.62	96.33
STNet 2023.04	73.9	-	-	-	-
STNet 2023.04	73.9	73.38	74.42	58.61	96.12
DDLNet 2024.06	72.44	66.9	78.93	56.78	95.94
BIT 2024.06	67.1	62.04	73.07	50.49	95.47
SNUNet 2024.06	66.7	60.88	73.76	50.04	95.48
DMATNet 2023.04	66.56	61.34	72.74	49.87	95.41
DMATNet 2024.06	66.56	61.34	72.74	49.87	95.41
DMATNet 2024.06	66.56	61.34	72.74	49.87	95.41
USSFC-Net 2024.06	63.04	61.34	64.83	46.03	94.42
LGPNet 2024.06	63.03	56.96	70.54	46.01	95.03
ChangeStar(FarSeg) 2023.04	60.75	59.34	62.23	43.63	94.3
ChangeStar 2024.06	60.75	59.34	62.23	43.63	94.3
ChangeStar(FarSeg) 2024.06	60.75	59.34	62.23	43.63	94.3
SNUNet 2023.04	60.54	56.19	65.63	43.41	94.55
SNUNet 2024.06	60.54	56.19	65.63	43.41	94.55
DTCDSCN 2023.04	60.13	57.53	62.98	42.99	94.32
DTCDSCN 2024.06	60.13	57.53	62.98	42.99	94.32
DTCDSCN 2024.06	60.13	57.53	62.98	42.99	94.32
UniCDv1 2026.01	59.1	-	-	41.95	94.21
UniCDv2 2026.01	58.46	-	-	41.3	94.37
ChangeFormer 2023.04	58.44	53.07	65	41.28	94.38
ChangeFormer 2024.06	58.44	53.07	65	41.28	94.38
ChangeFormer 2024.06	58.44	53.07	65	41.28	94.38
BIT 2023.04	57.13	51.34	64.39	39.99	94.27
BIT 2024.06	57.13	51.34	64.39	39.99	94.27
LGPNet 2023.04	55.42	49.49	62.98	38.33	94.1
LGPNet 2024.06	55.42	49.49	62.98	38.33	94.1
FC-Siam-Conc 2023.04	54.48	45.22	68.21	37.35	94.35
FC-Siam-Conc 2024.06	54.48	45.22	68.21	37.35	94.35
FC-Siam-Conc 2024.06	54.48	45.22	68.21	37.35	94.35
SEAM 2026.01	51.01	-	-	34.23	92.29
S2C 2026.01	50.84	-	-	34.08	91.54
CS-WSCD 2026.01	49.96	-	-	33.3	91.1
IFNet 2023.04	48.65	47.41	49.96	32.14	92.55
IFNet 2024.06	48.65	47.41	49.96	32.14	92.55
IFNet 2024.06	48.65	47.41	49.96	32.14	92.55
FC-EF 2023.04	48.64	36.29	73.34	32.14	94.3
FC-EF 2024.06	48.64	36.29	73.34	32.14	94.3
FC-EF 2024.06	48.64	36.29	73.34	32.14	94.3
TransWCD 2026.01	47.7	-	-	31.32	92.78
UniCDv2 2026.01	45.96	-	-	29.84	91.38
FC-Siam-Di 2023.04	44.1	31.6	72.97	28.29	94.04
FC-Siam-Di 2024.06	44.1	31.6	72.97	28.29	94.04
FC-Siam-Di 2024.06	44.1	31.6	72.97	28.29	94.04
UniCDv1 2026.01	38.12	-	-	23.56	83.4
MS-Former 2026.01	37.17	-	-	22.83	87.18
FCD-GAN 2026.01	34.86	-	-	21.12	83.63
I3PE 2026.01	34.44	-	-	20.78	85.87
MCTFormer 2026.01	34.39	-	-	20.77	90.1
BGMix 2026.01	33.9	-	-	20.41	91.17
AnyChange 2026.01	27.39	-	-	15.87	80.88
FCD-GAN 2026.01	25.88	-	-	14.86	92.92
WCDNet 2026.01	25.66	-	-	14.72	92.11
SiROC 2026.01	19.79	-	-	11	80.87
DSFA 2026.01	18.32	-	-	10.08	57.81
ISFA 2026.01	17.83	-	-	9.79	76.13
DCVA 2026.01	17.35	-	-	9.5	55.45
KPCA 2026.01	17.16	-	-	9.38	70.06
CDRL 2026.01	12.26	-	-	6.54	49.49