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Change Detection on WHU-CD (test)

91.9IoU

RCDNet (synthetic)

Updated 4d ago

Evaluation Results

Method
RCDNet (synthetic) 2025.12	91.9	-	-	-	99.7	-	-	-
RCDNet 2025.12	91.6	-	-	-	99.7	-	-	-
NeXt2Former-CD 2026.02	91.4	-	-	95.5	99.646	-	-	-
M-CD 2025.12	91.1	-	-	-	99.6	-	-	-
M-CD 2026.02	91.1	-	-	95.4	99.635	-	-	-
CLAFA-LWGANet-L2 2025.01	90.92	96.51	-	95.24	-	-	-	-
A2Net-LWGANet-L0 2025.01	90.24	96.11	-	94.87	-	-	-	-
ChangeCLIP 2026.02	90.08	96.02	93.58	94.78	-	-	-	-
CLAFA 2025.01	89.74	95.59	-	94.59	-	-	-	-
MambaBCD-Base 2024.04	89.02	96.18	92.23	94.19	99.58	-	-	93.98
A2Net 2025.01	88.98	96.68	-	94.17	-	-	-	-
MambaBCD-Small 2024.04	88.79	95.9	92.29	94.06	99.57	-	-	93.84
ChangeTitans 2026.02	88.56	94.33	93.87	94.1	-	-	-	-
CDMamba 2024.06	88.26	95.58	92.01	93.76	99.51	-	-	-
CDMamba 2025.12	88.2	-	-	-	99.5	-	-	-
CDMamba 2026.02	88.2	-	-	93.7	99.5	-	-	-
ChangeMamba 2026.02	88.02	94.22	93.05	93.63	-	-	-	-
AFCF-3D 2026.02	87.93	93.47	93.69	93.58	-	-	-	-
RFANet 2025.01	87.86	95.46	-	93.54	-	-	-	-
BD-MSA 2024.01	87.63	94.3	92.53	93.41	-	-	-	-
MambaBCD-Tiny 2024.04	87.49	94.76	91.94	93.33	99.52	-	-	93.08
EoCD 2026.02	87.17	-	-	93.15	99.47	-	-	-
SwinSUNet 2024.04	87	94.08	92.03	93.04	99.5	-	-	92.78
RS-Mamba 2024.06	86.55	95.5	90.24	92.79	99.44	-	-	-
RSMamba 2026.02	86.5	-	-	92.7	99.4	-	-	-
DDPM-CD 2025.12	86.3	-	-	-	99.4	-	-	-
DDPM-CD 2026.02	86.3	-	-	92.7	99.4	-	-	-
CGNet 2024.04	86.21	94.47	90.79	92.59	99.48	-	-	92.33
ChangeMamba 2024.06	86.13	94.21	90.94	92.55	99.42	-	-	-
ChangeMamba 2025.12	86.1	-	-	-	99.4	-	-	-
ChangeMamba 2026.02	86.1	-	-	92.5	99.4	-	-	-
CBSASNet 2026.02	86.08	93.93	91.15	92.52	-	-	-	-
LRNet 2024.04	86.06	-	-	92.51	99.47	-	-	-
SFEARNet 2026.02	85.81	94.25	90.55	92.36	-	-	-	-
SFEARNet 2026.02	85.81	-	-	92.36	99.38	-	-	-
SemiCD-VL 2024.05	85.7	-	-	-	-	-	-	-
Paformer 2024.06	85.69	94.28	90.38	92.29	99.4	-	-	-
ChangeFormer 2024.01	85.62	95.39	89.31	92.25	-	-	-	-
Oracle 2022.04	85.5	-	-	-	99.38	-	-	-
ConvFormer-CD 2026.02	85.41	-	-	92.13	99.26	-	-	-
BAN 2024.05	85.3	-	-	-	-	-	-	-
UniMatch (DeepLabV3) 2024.05	85.1	-	-	-	-	-	-	-
BIT 2024.06	85.01	91.84	91.95	91.9	99.35	-	-	-
ScratchFormer 2026.02	84.97	-	-	91.89	99.37	-	-	-
RSMamba 2026.02	84.96	-	-	91.87	-	-	-	-
CF-GCN 2026.02	84.9	94.81	89.04	91.83	-	-	-	-
SemiCD-VL 2024.05	84.8	-	-	-	-	-	-	-
TinyCD 2022.07	84.74	91.72	91.76	91.74	99.34	-	-	-
TinyCD 2026.02	84.74	91.72	91.76	91.74	-	-	-	-
DARNet 2024.06	84.46	91.99	91.17	91.58	99.33	-	-	-
TCD-Net 2024.04	84.45	-	-	91.56	99.39	-	-	-
UniMatch (PSPNet) 2024.05	84.4	-	-	-	-	-	-	-
SiamCRNN-34 2024.04	84.2	93.88	89.1	91.42	99.39	-	-	91.11
DT-SCN 2025.12	84.2	-	-	-	99.3	-	-	-
DT-SCN 2026.02	84.2	-	-	91.4	99.3	-	-	-
FC-EF 2024.06	84.1	92.1	90.64	91.36	99.32	-	-	-
SEIFNet 2024.04	83.98	91.93	90.66	91.29	99.36	-	-	90.96
MSCANet 2024.06	83.94	93.47	89.16	91.27	99.32	-	-	-
WNet 2026.02	83.91	92.37	90.15	91.25	-	-	-	-
ACABFNet 2024.06	83.84	91.57	90.86	91.21	99.31	-	-	-
RHighNet 2026.02	83.79	-	-	91.18	99.32	-	-	-
TINY-CD 2024.01	83.77	92.15	90.21	91.17	-	-	-	-
IFNet 2024.01	83.64	90.74	91.45	91.09	-	-	-	-
BIT 2024.01	83.62	91.55	90.61	91.08	-	-	-	-
SiamCRNN-18 2024.04	83.51	91.56	90.48	91.02	99.34	-	-	90.68
SARAS-Net (V2) 2022.12	83.47	92.94	89.12	90.99	99.25	-	-	-
BIT 2025.12	83.4	-	-	-	99.3	-	-	-
BIT 2026.02	83.4	-	-	90.5	99.3	-	-	-
STRobustNet 2026.02	83.29	-	-	90.89	99.32	-	-	-
SemiCD-VL 2024.05	83.2	-	-	-	-	-	-	-
UniMatch (PSPNet) 2024.05	82.9	-	-	-	-	-	-	-
SiamCRNN-50 2024.04	82.76	86.7	91.45	90.57	99.3	-	-	90.2
CSVIG 2025.01	82.76	94.69	-	90.57	-	-	-	-
DDLNet 2024.06	82.75	91.56	90.03	90.56	99.13	-	-	-
SARAS-Net (V1) 2022.12	82.62	91.41	89.58	90.48	98.96	-	-	-
BIT-18 2024.04	82.37	90.3	90.36	90.33	99.29	-	-	89.96
ChangeFormer 2024.06	82.32	93.73	87.11	90.3	99.26	-	-	-
CCLNet++ 2026.02	82.32	89.83	90.78	90.31	-	-	-	-
S²CD 2026.02	82.13	92.45	88.74	90.19	-	-	-	-
BIT-101 2024.04	81.88	89.83	90.24	90.04	99.27	-	-	89.66
BIT-50 2024.04	81.84	89.7	90.33	90.01	99.26	-	-	89.63
FixMatch 2024.05	81.8	-	-	-	-	-	-	-
SemiCD-VL 2024.05	81.8	-	-	-	-	-	-	-
SwinUnet 2024.06	81.71	92.44	87.56	89.93	99.22	-	-	-
UniMatch (DeepLabV3) 2024.05	81.7	-	-	-	-	-	-	-
UniMatch (DeepLabV3) 2024.05	81.7	-	-	-	-	-	-	-
DSIFN 2024.04	81.67	97.46	83.45	89.91	99.31	-	-	89.56
FC-Siam-Diff 2024.06	81.5	87.39	92.36	89.81	99.16	-	-	-
GeSANet 2024.04	81.46	-	-	89.78	99.26	-	-	-
IFNet 2024.06	81.37	91.51	88.01	89.73	99.2	-	-	-
BIT 2022.12	81.35	89.4	90.03	89.72	99.12	-	-	-
BIT-34 2024.04	81.19	89.14	90.1	89.62	99.23	-	-	89.22
VcT 2026.02	81.12	89.39	89.77	89.58	-	-	-	-
BAN 2024.05	81.1	-	-	-	-	-	-	-
DMINet 2024.04	81.08	-	-	89.55	99.27	-	-	-
FixMatch 2024.05	81	-	-	-	-	-	-	-
ELGCNet 2026.02	80.86	-	-	89.42	99.2	-	-	-
SNUNet 2024.04	80.81	-	-	89.38	99.23	-	-	-
AMDANet 2026.02	80.68	88.77	89.84	89.3	-	-	-	-
FixMatch 2024.05	80.6	-	-	-	-	-	-	-

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