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Change Detection on LEVIR-CD

94.62F1 Score

SCA-NET

Updated 4d 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	-	-
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	-	-
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
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	-	-
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
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
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
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	-	-	-	-
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
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
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
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
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
DSIFN 2023.08	89.48	-	-	98.95	-
SiamixFormer 2024.06	89.47	-	-	-	-
HRSICD 2026.01	89.42	-	-	-	80.87
LGPNet 2024.06	89.37	93.07	85.95	99	80.78
ChangeMamba 2026.01	89.35	-	-	-	80.75
BIT 2022.07	89.31	-	-	-	-
BIT 2024.06	89.31	89.24	89.37	98.92	80.68
BIT 2024.07	89.31	89.24	89.37	-	80.68
BiT-18 2025.03	89.31	89.24	89.37	-	-
ChangeStar 2024.06	89.3	89.88	88.72	98.9	80.66
BIT 2026.01	89.3	-	-	98.9	80.7
SNUNet 2023.08	89.22	-	-	98.92	-

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