Remote Sensing Change Detection on CLCD (test) benchmark leaderboard · SOTA2 Research

Remote Sensing Change Detection on CLCD (test)

78.55F1 ScoreCDMaskFormer

Evaluation Results

Method	Links
CDMaskFormer2024.06		78.55	77.27	79.87	64.67	96.86
SARASNet2024.06		74.7	72.83	76.68	59.62	96.33
STNet2023.04		73.9	—	—	—	—
STNet2023.04		73.9	73.38	74.42	58.61	96.12
DDLNet2024.06		72.44	66.9	78.93	56.78	95.94
BIT2024.06		67.1	62.04	73.07	50.49	95.47
SNUNet2024.06		66.7	60.88	73.76	50.04	95.48
DMATNet2023.04		66.56	61.34	72.74	49.87	95.41
DMATNet2024.06		66.56	61.34	72.74	49.87	95.41
DMATNet2024.06		66.56	61.34	72.74	49.87	95.41
USSFC-Net2024.06		63.04	61.34	64.83	46.03	94.42
LGPNet2024.06		63.03	56.96	70.54	46.01	95.03
ChangeStar(FarSeg)2023.04		60.75	59.34	62.23	43.63	94.3
ChangeStar2024.06		60.75	59.34	62.23	43.63	94.3
ChangeStar(FarSeg)2024.06		60.75	59.34	62.23	43.63	94.3
SNUNet2023.04		60.54	56.19	65.63	43.41	94.55
SNUNet2024.06		60.54	56.19	65.63	43.41	94.55
DTCDSCN2023.04		60.13	57.53	62.98	42.99	94.32
DTCDSCN2024.06		60.13	57.53	62.98	42.99	94.32
DTCDSCN2024.06		60.13	57.53	62.98	42.99	94.32
UniCDv12026.01		59.1	—	—	41.95	94.21
UniCDv22026.01		58.46	—	—	41.3	94.37
ChangeFormer2023.04		58.44	53.07	65	41.28	94.38
ChangeFormer2024.06		58.44	53.07	65	41.28	94.38
ChangeFormer2024.06		58.44	53.07	65	41.28	94.38
BIT2023.04		57.13	51.34	64.39	39.99	94.27
BIT2024.06		57.13	51.34	64.39	39.99	94.27
LGPNet2023.04		55.42	49.49	62.98	38.33	94.1
LGPNet2024.06		55.42	49.49	62.98	38.33	94.1
FC-Siam-Conc2023.04		54.48	45.22	68.21	37.35	94.35
FC-Siam-Conc2024.06		54.48	45.22	68.21	37.35	94.35
FC-Siam-Conc2024.06		54.48	45.22	68.21	37.35	94.35
SEAM2026.01		51.01	—	—	34.23	92.29
S2C2026.01		50.84	—	—	34.08	91.54
CS-WSCD2026.01		49.96	—	—	33.3	91.1
IFNet2023.04		48.65	47.41	49.96	32.14	92.55
IFNet2024.06		48.65	47.41	49.96	32.14	92.55
IFNet2024.06		48.65	47.41	49.96	32.14	92.55
FC-EF2023.04		48.64	36.29	73.34	32.14	94.3
FC-EF2024.06		48.64	36.29	73.34	32.14	94.3
FC-EF2024.06		48.64	36.29	73.34	32.14	94.3
TransWCD2026.01		47.7	—	—	31.32	92.78
UniCDv22026.01		45.96	—	—	29.84	91.38
FC-Siam-Di2023.04		44.1	31.6	72.97	28.29	94.04
FC-Siam-Di2024.06		44.1	31.6	72.97	28.29	94.04
FC-Siam-Di2024.06		44.1	31.6	72.97	28.29	94.04
UniCDv12026.01		38.12	—	—	23.56	83.4
MS-Former2026.01		37.17	—	—	22.83	87.18
FCD-GAN2026.01		34.86	—	—	21.12	83.63
I3PE2026.01		34.44	—	—	20.78	85.87
MCTFormer2026.01		34.39	—	—	20.77	90.1
BGMix2026.01		33.9	—	—	20.41	91.17
AnyChange2026.01		27.39	—	—	15.87	80.88
FCD-GAN2026.01		25.88	—	—	14.86	92.92
WCDNet2026.01		25.66	—	—	14.72	92.11
SiROC2026.01		19.79	—	—	11	80.87
DSFA2026.01		18.32	—	—	10.08	57.81
ISFA2026.01		17.83	—	—	9.79	76.13
DCVA2026.01		17.35	—	—	9.5	55.45
KPCA2026.01		17.16	—	—	9.38	70.06
CDRL2026.01		12.26	—	—	6.54	49.49