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Change Detection
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WHU-CD
Change Detection on WHU-CD
Metric: Precision (higher is better)
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#
Model
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Precision
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Extra Data
Paper
Date
↕
Code
1
C2FNet
96.57
No
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha...
2024-04-22
Code
2
CLAFA-LWGANet L2
96.51
No
LWGANet: A Lightweight Group Attention Backbone ...
2025-01-17
Code
3
ChangeMamba
96.18
No
ChangeMamba: Remote Sensing Change Detection Wit...
2024-04-04
Code
4
CDMamba
95.58
No
CDMamba: Incorporating Local Clues into Mamba fo...
2024-06-06
Code
5
T-UNet
95.44
No
T-UNet: Triplet UNet for Change Detection in Hig...
2023-08-04
Code
6
BiFA
95.15
No
-
-
Code
7
LRNet
95.11
No
LRNet: Change detection of high-resolution remot...
2024-04-07
Code
8
CGNet
94.47
No
Change Guiding Network: Incorporating Change Pri...
2024-04-14
Code
9
Dsfer-Net
94.17
No
Dsfer-Net: A Deep Supervision and Feature Retrie...
2023-04-03
Code
10
HCGMNet
93.93
No
HCGMNET: A Hierarchical Change Guiding Map Netwo...
2023-02-21
Code
11
RSM-CD
93.37
No
RS-Mamba for Large Remote Sensing Image Dense Pr...
2024-04-03
Code
12
Tiny-CD
92.68
No
TINYCD: A (Not So) Deep Learning Model For Chang...
2022-07-26
Code
13
SRC-Net
92.57
No
SRC-Net: Bi-Temporal Spatial Relationship Concer...
2024-06-09
Code
14
CDMaskFormer
92.25
No
Rethinking Remote Sensing Change Detection With ...
2024-06-21
Code
15
DDLNet
91.56
No
DDLNet: Boosting Remote Sensing Change Detection...
2024-06-19
Code
16
RFL-CDNet
91.33
No
RFL-CDNet: Towards Accurate Change Detection via...
2024-04-27
Code
17
DTCDSCN
90.15
No
Building Change Detection for Remote Sensing Ima...
2019-09-17
-
18
HANet
88.3
No
HANet: A Hierarchical Attention Network for Chan...
2024-04-14
Code
19
STNet
87.84
No
STNet: Spatial and Temporal feature fusion netwo...
2023-04-22
Code
#1
C2FNet
SOTA
96.57
Precision
· 2024-04-22
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images
Code
#2
CLAFA-LWGANet L2
96.51
Precision
· 2025-01-17
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks
Code
#3
ChangeMamba
SOTA
96.18
Precision
· 2024-04-04
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model
Code
#4
CDMamba
95.58
Precision
· 2024-06-06
CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection
Code
#5
T-UNet
SOTA
95.44
Precision
· 2023-08-04
T-UNet: Triplet UNet for Change Detection in High-Resolution Remote Sensing Images
Code
#6
BiFA
95.15
Precision
No paper
Code
#7
LRNet
95.11
Precision
· 2024-04-07
LRNet: Change detection of high-resolution remote sensing imagery via strategy of localization-then-refinement
Code
#8
CGNet
94.47
Precision
· 2024-04-14
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery
Code
#9
Dsfer-Net
SOTA
94.17
Precision
· 2023-04-03
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks
Code
#10
HCGMNet
SOTA
93.93
Precision
· 2023-02-21
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection
Code
#11
RSM-CD
93.37
Precision
· 2024-04-03
RS-Mamba for Large Remote Sensing Image Dense Prediction
Code
#12
Tiny-CD
SOTA
92.68
Precision
· 2022-07-26
TINYCD: A (Not So) Deep Learning Model For Change Detection
Code
#13
SRC-Net
92.57
Precision
· 2024-06-09
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection
Code
#14
CDMaskFormer
92.25
Precision
· 2024-06-21
Rethinking Remote Sensing Change Detection With A Mask View
Code
#15
DDLNet
91.56
Precision
· 2024-06-19
DDLNet: Boosting Remote Sensing Change Detection with Dual-Domain Learning
Code
#16
RFL-CDNet
91.33
Precision
· 2024-04-27
RFL-CDNet: Towards Accurate Change Detection via Richer Feature Learning
Code
#17
DTCDSCN
SOTA
90.15
Precision
· 2019-09-17
Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model
#18
HANet
88.3
Precision
· 2024-04-14
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images
Code
#19
STNet
87.84
Precision
· 2023-04-22
STNet: Spatial and Temporal feature fusion network for change detection in remote sensing images
Code