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Computer Vision
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Change Detection
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WHU-CD
Change Detection on WHU-CD
Metric: F1 (higher is better)
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#
Model
↕
F1
▼
Extra Data
Paper
Date
↕
Code
1
CLAFA-LWGANet L2
95.24
No
LWGANet: A Lightweight Group Attention Backbone ...
2025-01-17
Code
2
BiFA
94.37
No
-
-
Code
3
C2FNet
94.36
No
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha...
2024-04-22
Code
4
ChangeMamba
94.19
No
ChangeMamba: Remote Sensing Change Detection Wit...
2024-04-04
Code
5
CDMamba
93.76
No
CDMamba: Incorporating Local Clues into Mamba fo...
2024-06-06
Code
6
SChanger-base
93.2
No
SChanger: Change Detection from a Semantic Chang...
2025-03-26
Code
7
SChanger-small
93.15
No
SChanger: Change Detection from a Semantic Chang...
2025-03-26
Code
8
DDPM-CD
92.65
No
DDPM-CD: Denoising Diffusion Probabilistic Model...
2022-06-23
Code
9
CGNet
92.59
No
Change Guiding Network: Incorporating Change Pri...
2024-04-14
Code
10
Dsfer-Net
92.58
No
Dsfer-Net: A Deep Supervision and Feature Retrie...
2023-04-03
Code
11
LRNet
92.51
No
LRNet: Change detection of high-resolution remot...
2024-04-07
Code
12
HCGMNet
92.08
No
HCGMNET: A Hierarchical Change Guiding Map Netwo...
2023-02-21
Code
13
SRC-Net
92.06
No
SRC-Net: Bi-Temporal Spatial Relationship Concer...
2024-06-09
Code
14
RSM-CD
91.87
No
RS-Mamba for Large Remote Sensing Image Dense Pr...
2024-04-03
Code
15
T-UNet
91.77
No
T-UNet: Triplet UNet for Change Detection in Hig...
2023-08-04
Code
16
CDMaskFormer
91.56
No
Rethinking Remote Sensing Change Detection With ...
2024-06-21
Code
17
RFL-CDNet
91.39
No
RFL-CDNet: Towards Accurate Change Detection via...
2024-04-27
Code
18
Tiny-CD
91.05
No
TINYCD: A (Not So) Deep Learning Model For Chang...
2022-07-26
Code
19
DDLNet
90.56
No
DDLNet: Boosting Remote Sensing Change Detection...
2024-06-19
Code
20
DTCDSCN
89.75
No
Building Change Detection for Remote Sensing Ima...
2019-09-17
-
21
HANet
88.16
No
HANet: A Hierarchical Attention Network for Chan...
2024-04-14
Code
22
STNet
87.46
No
STNet: Spatial and Temporal feature fusion netwo...
2023-04-22
Code