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Change Detection on WHU-CD

95.59IoU

RSMamba

Updated 18d ago

Evaluation Results

Method
RSMamba 2026.01	95.59	91.56	98.96	95.68	95.5	-
CSI-Net 2026.06	92.28	95.85	99.31	96.27	95.43	-
MSI-Net 2026.06	91.81	95.58	99.27	96.66	94.55	-
NeXt2Former-CD 2026.07	91.4	95.5	99.65	-	-	-
FM-ChangeNet 2026.07	91.28	95.44	99.66	95.39	95.49	-
UniRoute 2026.01	90.94	95.26	-	-	-	-
LWGANet 2026.01	90.92	95.24	-	-	-	-
Ensemble of Best Specialists 2026.01	90.92	95.24	-	-	-	-
CDMamba 2026.07	90.91	95.24	99.49	95.31	95.17	-
HA2F 2026.01	90.63	95.32	99.66	96.32	94.35	-
HANet 2026.06	90.63	94.88	99.14	95.21	94.55	-
HANet 2026.06	90.63	94.88	99.14	95.21	94.55	-
RCTNet 2024.07	90.57	95.05	-	96.04	94.09	-
ChangeMamba 2026.07	90.48	95	99.46	95.02	94.98	-
MGCR-Net 2025.08	90.32	94.91	-	96.42	93.45	-
USSFC-Net 2026.06	90.16	94.59	99.13	96.6	92.77	-
USSFC-Net 2026.06	90.16	94.59	99.13	96.6	92.77	-
RS-Mamba 2026.07	90.07	94.77	99.44	94.94	94.61	-
ChangeCLIP 2025.08	89.4	94.4	-	95.18	93.64	-
DARNet 2026.07	89.38	94.39	99.41	94.67	94.12	-
ACABFNet 2026.07	89.24	94.32	99.4	94.61	94.03	-
LGCANet 2026.01	89.09	94.23	-	-	-	-
Paformer 2026.07	89.09	94.23	99.39	94.55	93.91	-
ChangeMamba 2026.01	89.02	94.19	-	-	-	-
MambaBCD 2026.06	89.02	94.19	-	-	-	-
BIT 2026.06	89.01	93.9	98.96	93.31	94.46	-
BIT 2026.06	89.01	93.9	98.96	93.31	94.46	-
ChangeDINO 2026.06	89	94.18	-	-	-	-
ChangeDA 2026.03	88.9	94.12	-	96.45	91.91	-
SemDINO 2026.06	88.89	93.72	-	-	-	-
RCTNet 2024.07	88.87	94.11	-	95.84	92.43	-
AMTNet 2026.06	88.81	92.77	98.94	93.36	92.2	-
SNUNet 2026.06	88.7	93.7	98.93	93.24	94.18	-
MSCANet 2026.07	88.69	94.01	99.37	95.14	92.9	-
UniCDv2 2026.01	88.57	93.94	99.51	-	-	-
DFPF-Net 2026.03	88.3	93.79	-	-	-	-
CDMamba 2026.01	88.26	93.76	99.51	95.58	92.01	-
SEIFNet 2026.03	88.11	93.68	-	-	-	-
ChangeFormer 2026.07	87.93	93.58	99.3	92.49	94.69	-
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	-	-	-	-
PhyUnfold-Net 2026.03	87.5	93.36	-	93.24	93.48	-
SEIFNet 2025.08	87.43	93.29	-	93.99	92.61	-
SwinUnet 2026.07	87.12	93.11	99.27	92.81	93.42	-
RemoteVAR 2026.01	87	93	99.4	-	-	-
BIT 2026.07	86.87	92.97	99.25	93.3	92.65	-
ChangeMamba 2026.01	86.7	92.88	-	-	-	-
HRSICD 2026.01	86.67	92.86	-	-	-	-
RS-Mamba 2026.03	86.55	92.79	-	95.5	90.24	-
RSMamba 2026.01	86.5	92.7	99.4	-	-	-
GAS-Net 2026.06	86.39	92.24	98.62	90.16	94.57	-
SNUNet 2026.07	86.31	92.65	99.22	94.13	91.22	-
DDPM-CD 2026.01	86.3	92.7	99.4	-	-	-
DDPM-CD 2026.07	86.3	92.7	99.4	-	-	-
PTNet 2026.05	86.27	89.77	-	-	-	-
Dsfer-Net 2023.04	86.18	92.58	99.46	94.17	91.04	-
DA²Net 2026.01	86.02	92.48	99.42	-	-	-
IFNet 2026.07	85.93	92.43	99.21	95.34	89.7	-
AFENet 2026.01	85.86	92.39	-	-	-	-
ChangeMamba 2026.01	85.83	92.37	99.4	93.14	91.62	-
FC-EF 2026.06	85.5	91.64	98.64	93.2	90.21	-
FC-EF 2026.06	85.5	91.64	98.64	93.2	90.21	-
AERNet 2025.08	85.49	92.18	-	92.47	91.89	-
AERNet 2026.03	85.49	92.18	-	-	-	-
Meta-CD 2026.01	85.46	92.16	99.44	-	-	-
DTCDSCN 2026.06	85.41	91.6	98.48	94.96	88.75	-
DTCDSCN 2026.06	85.41	91.6	98.48	94.96	88.75	-
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	-
Semantic-CC 2026.05	84.95	88.46	-	-	-	-
Paformer 2026.01	84.92	91.85	97.98	92.86	90.85	-
SPMNet 2026.03	84.84	91.8	-	94.67	89.1	-
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	-
KCFI 2026.05	84.35	88.75	-	-	-	-
DMINet 2025.08	84.31	91.49	-	92.65	90.35	-
DMINet 2026.03	84.31	91.49	-	-	-	-
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	-	-	-	-
GRAD-Former 2026.03	83.98	91.29	99.31	-	-	-
WNet 2024.07	83.91	91.25	-	92.37	90.15	-
FrNet 2023.04	83.77	91.17	99.37	93.76	88.72	-
FC-Siam-conc 2026.06	83.59	90.36	98.33	89.17	91.63	-
FC-Siam-conc 2026.06	83.59	90.36	98.33	89.17	91.63	-
LGCANet 2026.01	83.48	91	-	-	-	-
BIT 2026.03	83.44	90.97	99.11	-	-	-
RS-Mamba 2026.03	83.43	91.03	99.22	-	-	-

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