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Change Detection on WHU-CD

95.59IoU

RSMamba

Updated 4d ago

Evaluation Results

Method
RSMamba 2026.01	95.59	91.56	98.96	95.68	95.5
UniRoute 2026.01	90.94	95.26	-	-	-
LWGANet 2026.01	90.92	95.24	-	-	-
Ensemble of Best Specialists 2026.01	90.92	95.24	-	-	-
HA2F 2026.01	90.63	95.32	99.66	96.32	94.35
RCTNet 2024.07	90.57	95.05	-	96.04	94.09
LGCANet 2026.01	89.09	94.23	-	-	-
ChangeMamba 2026.01	89.02	94.19	-	-	-
RCTNet 2024.07	88.87	94.11	-	95.84	92.43
UniCDv2 2026.01	88.57	93.94	99.51	-	-
CDMamba 2026.01	88.26	93.76	99.51	95.58	92.01
Bi-DiffCD 2026.01	87.78	93.49	-	-	-
LWGANet 2026.01	87.7	93.48	-	-	-
TransY-Net 2024.07	87.58	93.38	-	94.68	92.12
UniCDv1 2026.01	87.58	93.38	99.47	-	-
HeteCD 2026.01	87.55	93.36	-	-	-
RemoteVAR 2026.01	87	93	99.4	-	-
ChangeMamba 2026.01	86.7	92.88	-	-	-
HRSICD 2026.01	86.67	92.86	-	-	-
RSMamba 2026.01	86.5	92.7	99.4	-	-
DDPM-CD 2026.01	86.3	92.7	99.4	-	-
Dsfer-Net 2023.04	86.18	92.58	99.46	94.17	91.04
DA²Net 2026.01	86.02	92.48	99.42	-	-
AFENet 2026.01	85.86	92.39	-	-	-
ChangeMamba 2026.01	85.83	92.37	99.4	93.14	91.62
Meta-CD 2026.01	85.46	92.16	99.44	-	-
BIT 2026.01	85.3	92.06	99.22	91.57	92.55
BAN 2023.12	85.26	-	99.39	-	-
STRobustNet 2026.01	85.12	91.96	99.36	91.85	92.06
ChangeMamba 2026.01	85.11	91.96	99.45	-	-
MDENet 2026.01	85.05	91.92	99.35	-	-
RSM-CD 2024.04	84.96	91.87	-	93.37	90.42
Paformer 2026.01	84.92	91.85	97.98	92.86	90.85
Bi-DiffCD 2026.01	84.57	91.64	-	-	-
SAM-CD 2026.01	84.51	91.4	99.41	-	-
CDMaskFormer 2024.06	84.44	91.56	99.23	92.25	90.89
HSSENet 2024.07	84.42	91.55	-	94.56	88.73
TinyCD 2024.07	84.3	91.48	-	92.22	90.74
CDMask 2026.01	84.23	91.44	99.39	-	-
DT-SCN 2026.01	84.2	91.4	99.3	-	-
HeteCD 2026.01	84.18	91.41	-	-	-
DDCNN 2024.04	84.09	91.36	-	93.71	89.12
HRSICD 2026.01	83.98	91.29	-	-	-
WNet 2024.07	83.91	91.25	-	92.37	90.15
FrNet 2023.04	83.77	91.17	99.37	93.76	88.72
LGCANet 2026.01	83.48	91	-	-	-
BIT 2026.01	83.4	90.5	99.3	-	-
SaDL-CD 2026.01	83.3	90.9	-	-	-
DGANet 2024.07	83.27	90.87	-	95.59	86.59
DSIFN 2024.04	82.79	90.59	-	91.44	89.75
CSViG 2026.01	82.76	90.57	-	-	-
MSCANet 2024.04	82.6	90.47	-	91.1	89.86
AFENet 2026.01	82.42	90.36	-	-	-
FC-EF 2026.01	81.75	89.99	97.68	92.02	87.99
ChangeFormer 2024.07	81.63	89.88	-	91.83	88.02
SARASNet 2024.06	81.08	89.55	99.05	88.68	90.44
BAN 2023.12	81.05	-	99.21	-	-
CDNet 2024.04	80.59	89.25	-	91.75	86.89
ChangeFormer 2026.01	79.5	88.6	99.1	-	-
CSViG 2026.01	79.33	88.47	-	-	-
SeCo 2026.01	79	88.3	-	-	-
HANet 2024.04	78.82	88.16	-	88.3	88.01
ChangeFormer 2026.01	78.27	87.81	99.07	91.85	84.11
BiT 2023.04	77.94	87.6	99.1	89.57	85.72
FC-EF-Res 2023.04	77.31	87.2	99.06	87.92	86.49
SemiCD 2023.12	77.2	-	98.96	-	-
STANet 2023.04	77.02	87.02	99.08	90.55	83.75
ChangeStar 2024.06	77	87.01	98.7	88.78	85.31
SNUNet 2026.01	76.91	86.95	98.91	83.34	90.88
AdvNet 2023.12	76.6	-	98.94	-	-
DSAMNet 2023.04	76.53	86.71	99.05	83.49	90.18
s4GAN 2023.12	76.4	-	98.96	-	-
Sup. only 2023.12	76.1	-	98.04	-	-
DASNet 2024.04	76.04	86.39	-	88.23	84.62
VcT 2023.04	76.02	86.37	98.96	88.84	84.04
SemiCDNet 2023.12	75.9	-	98.93	-	-
FC-Siam-Diff 2024.04	75.44	86	-	84.73	87.31
DMATNet 2024.06	74.98	85.07	95.83	89.46	82.24
SemiCD 2023.12	74.8	-	98.84	-	-
AdvNet 2023.12	73.8	-	98.8	-	-
BIT 2024.04	72.39	83.98	-	86.64	81.48
BIT 2024.06	72.39	83.98	98.75	86.64	81.48
BIT 2024.07	72.39	83.98	-	86.64	81.48
ChangeFormer 2026.01	72.07	83.77	97.84	-	-
SNUNet 2026.01	71.7	83.5	98.7	-	-
SNUNet 2024.04	71.67	83.49	-	85.6	81.49
SNUNet 2024.06	71.67	83.5	98.71	85.6	81.49
SNUNet 2024.07	71.67	83.5	-	85.6	81.49
IFNet 2024.06	71.52	83.4	98.83	96.91	73.19
IFNet 2024.07	71.12	83.11	-	92.24	75.78
s4GAN 2023.12	70.8	-	98.6	-	-
MTCNet 2024.04	70.43	82.65	-	75.1	91.9
STANet 2026.01	70	82.3	98.5	-	-
STANet 2024.04	69.95	82.32	-	79.37	85.5
ChangeFormer 2023.04	69.8	82.22	98.73	79.61	85.01
DMINet 2026.01	69.65	82.11	98.39	-	-
ChangeFormer 2024.06	69.24	81.82	94.8	87.25	77.03
SemiCD 2023.12	68.1	-	98.47	-	-
SemiCDNet 2023.12	66.7	-	98.28	-	-
LGPNet 2024.06	66.33	79.75	98.33	89.68	71.81

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