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Change Detection on LEVIR-CD

94.62F1 Score

SCA-NET

Updated 1d ago

Evaluation Results

Method
SCA-NET 2026.02	94.62	-	-	-	90.52	-	-
BDANet 2021.05	94.2	89.5	99.5	-	-	-	-
U-Net++ 2021.05	94	89	99.6	-	-	-	-
WNet 2021.05	93.4	87.9	99.5	-	-	-	-
PhyUnfold-Net 2026.03	93.05	93.41	92.7	-	87	-	-
SChanger-base 2025.03	92.87	93.18	92.61	-	-	-	-
MTP 2025.03	92.67	-	-	-	-	-	-
SkySense 2023.12	92.58	-	-	-	-	-	-
SChanger-small 2025.03	92.45	92.93	91.96	-	-	-	-
LWGANet 2026.01	92.42	-	-	-	85.9	-	-
Ensemble of Best Specialists 2026.01	92.42	-	-	-	85.9	-	-
SGSLN/512 2025.03	92.33	93.07	91.61	-	-	-	-
CACG-Net 2025.03	92.29	92.16	92.41	-	-	-	-
ChangeDA 2026.03	92.27	93.67	90.92	-	85.65	-	-
SRC-Net 2024.06	92.24	92.63	91.72	99.35	85.6	-	-
SRCNet 2025.03	92.24	92.63	91.72	-	-	-	-
UniCDv2 2026.01	92.1	-	-	99.19	85.36	-	-
Scale-MAE 2023.12	92.07	-	-	-	-	-	-
CGNet 2025.03	92.01	93.15	90.9	-	-	-	-
MutSimNet 2025.03	92	90.46	93.59	-	-	-	-
RCTNet 2024.07	91.93	92.91	90.97	-	85.07	-	-
UniRoute 2026.01	91.93	-	-	-	85.06	-	-
RSBuilding 2026.05	91.93	-	-	-	85.06	-	-
TransY-Net 2024.07	91.9	92.9	89.35	-	83.64	-	-
RingMo 2023.12	91.86	-	-	-	-	-	-
C2FNet 2025.03	91.83	93.69	90.04	-	-	-	-
ChangerEx 2025.03	91.77	92.97	90.61	-	-	-	-
DFPF-Net 2026.03	91.77	-	-	-	84.8	-	-
GFM 2023.12	91.73	-	-	-	-	-	-
CMID 2023.12	91.72	-	-	-	-	-	-
BIT 2024.06	91.69	91.64	91.7	99.3	84.66	-	-
T-UNet 2023.08	91.63	-	-	99.16	-	-	-
HA2F 2026.01	91.61	92.3	90.92	99.15	84.51	-	-
RingMo-lite 2026.05	91.56	-	-	-	84.44	-	99.15
UniCDv1 2026.01	91.55	-	-	99.16	84.43	-	-
CSViG 2026.01	91.52	-	-	-	84.37	-	-
HSSENet 2024.07	91.48	92.63	90.35	-	84.29	-	-
LightCDNet 2025.03	91.43	92.43	90.45	-	-	-	-
DA²Net 2026.01	91.4	-	-	99.12	84.17	-	-
SPMNet 2026.03	91.34	92.12	90.58	-	84.07	-	-
RCTNet 2024.07	91.33	92.75	89.95	-	84.04	-	-
MDENet 2026.01	91.33	-	-	99.11	84.05	-	-
Changer 2024.06	91.27	92.49	90.08	99.23	83.94	-	-
Meta-CD 2026.01	91.25	-	-	99.11	83.91	-	-
BAN 2024.06	91.24	92.9	89.65	99.23	83.89	-	-
ChangeMamba 2026.01	91.18	-	-	-	83.8	-	-
ICIF-Net 2026.03	91.18	-	-	-	83.85	-	-
ChangeFormer 2025.03	91.11	92.59	89.68	-	-	-	-
TinyCD (Ours) 2022.07	91.05	-	-	-	-	-	-
TinyCD 2024.07	91.05	92.68	89.47	-	83.57	-	-
RemoteVAR 2026.01	91	-	-	99.1	83.4	-	-
SNUNet 2024.06	90.97	90.84	91.1	99.24	83.43	-	-
DDPM-CD 2026.01	90.9	-	-	99.1	83.3	-	-
RVSA 2023.12	90.86	-	-	-	-	-	-
SEIFNet 2026.03	90.86	-	-	-	83.25	-	-
L-UNet 2024.06	90.85	93.18	88.64	99.19	83.24	-	-
MaskCD 2024.04	90.84	92.45	89.29	99.08	91.13	-	-
BIT 2026.01	90.79	91.55	90.05	98.89	83.14	-	-
AERNet 2026.03	90.78	-	-	-	83.11	-	-
LightCDNet 2024.06	90.77	91.56	90	99.18	83.11	-	-
Dsfer-Net 2023.04	90.76	89.42	92.15	99.04	83.09	-	-
CDMamba 2026.01	90.75	91.43	90.08	99.06	83.07	-	-
DMINet 2026.03	90.71	-	-	-	82.99	-	-
WNet 2024.07	90.67	91.16	90.18	-	82.93	-	-
DSIFN 2024.06	90.67	89.06	92.33	99.2	82.93	-	-
CDMaskFormer 2024.06	90.66	92.01	89.35	99.06	82.92	-	-
SatLas 2023.12	90.62	-	-	-	-	-	-
CDMask 2026.01	90.48	-	-	99.21	82.61	-	-
STRobustNet 2026.01	90.45	90.94	89.98	99.03	82.57	-	-
SARASNet 2024.06	90.44	91.42	89.48	99.11	82.55	-	-
Changeformer 2022.07	90.4	-	-	-	-	-	-
ChangeFormer 2024.06	90.4	92.05	88.8	99.04	82.48	-	-
ChangeFormer 2024.07	90.4	92.05	88.8	-	82.48	-	-
ChangeFormer 2026.01	90.4	-	-	99	82.5	-	-
ChangeFormer 2026.03	90.4	-	-	-	82.48	-	-
ChangeMamba 2026.01	90.37	-	-	99.03	82.43	-	-
LWGANet 2026.01	90.32	-	-	-	82.35	-	-
Base+Concat+DSFR 2023.04	90.28	-	-	-	-	-	-
HANet 2025.03	90.28	91.21	89.36	-	-	-	-
DGANet 2024.07	90.26	92.03	88.56	-	82.25	-	-
HeteCD 2026.01	90.2	-	-	-	82.19	-	-
SeCo 2023.12	90.14	-	-	-	-	-	-
RDP-Net 2024.06	90.12	91.48	88.84	99.13	81.25	-	-
DESSN 2023.08	90.06	-	-	99.01	-	-	-
Base+CF 2023.04	90.05	-	-	-	-	-	-
DMATNet 2024.06	89.97	90.78	89.17	98.06	81.83	-	-
SNUNet 2026.01	89.96	-	-	98.97	81.75	-	-
LGCANet 2026.01	89.96	-	-	-	81.75	-	-
Base+Concat 2023.04	89.92	-	-	-	-	-	-
SaDL-CD 2026.01	89.9	-	-	-	81.8	-	-
Bi-DiffCD 2026.01	89.86	-	-	-	81.58	-	-
STANet 2024.06	89.85	93.38	86.58	99.1	81.57	-	-
CSViG 2026.01	89.84	-	-	-	81.56	-	-
ChangeMamba 2026.01	89.82	90.55	89.1	98.97	81.52	-	-
RS-Mamba 2026.03	89.77	91.36	88.23	-	81.44	-	-
RSMamba 2026.01	89.7	-	-	98.9	81.4	-	-
RSMamba 2026.01	89.67	91.03	88.63	98.96	81.28	-	-
Paformer 2026.01	89.63	91.76	87.59	98.97	81.21	-	-
AFENet 2026.01	89.61	-	-	-	81.18	-	-
SAM-CD 2026.01	89.53	-	-	98.48	81.06	-	-

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