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Computer Vision
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Change Detection
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WHU-CD
Change Detection on WHU-CD
Metric: Recall (higher is better)
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Model name (A→Z)
#
Model
↕
Recall
▼
Extra Data
Paper
Date
↕
Code
1
BiFA
93.6
No
-
-
Code
2
C2FNet
92.26
No
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha...
2024-04-22
Code
3
ChangeMamba
92.23
No
ChangeMamba: Remote Sensing Change Detection Wit...
2024-04-04
Code
4
CDMamba
92.01
No
CDMamba: Incorporating Local Clues into Mamba fo...
2024-06-06
Code
5
SRC-Net
91.55
No
SRC-Net: Bi-Temporal Spatial Relationship Concer...
2024-06-09
Code
6
RFL-CDNet
91.46
No
RFL-CDNet: Towards Accurate Change Detection via...
2024-04-27
Code
7
Dsfer-Net
91.04
No
Dsfer-Net: A Deep Supervision and Feature Retrie...
2023-04-03
Code
8
CDMaskFormer
90.89
No
Rethinking Remote Sensing Change Detection With ...
2024-06-21
Code
9
CGNet
90.79
No
Change Guiding Network: Incorporating Change Pri...
2024-04-14
Code
10
RSM-CD
90.42
No
RS-Mamba for Large Remote Sensing Image Dense Pr...
2024-04-03
Code
11
HCGMNet
90.31
No
HCGMNET: A Hierarchical Change Guiding Map Netwo...
2023-02-21
Code
12
LRNet
90.04
No
LRNet: Change detection of high-resolution remot...
2024-04-07
Code
13
DDLNet
90.03
No
DDLNet: Boosting Remote Sensing Change Detection...
2024-06-19
Code
14
Tiny-CD
89.47
No
TINYCD: A (Not So) Deep Learning Model For Chang...
2022-07-26
Code
15
DTCDSCN
89.35
No
Building Change Detection for Remote Sensing Ima...
2019-09-17
-
16
T-UNet
88.37
No
T-UNet: Triplet UNet for Change Detection in Hig...
2023-08-04
Code
17
HANet
88.01
No
HANet: A Hierarchical Attention Network for Chan...
2024-04-14
Code
18
STNet
87.08
No
STNet: Spatial and Temporal feature fusion netwo...
2023-04-22
Code
#1
BiFA
93.6
Recall
No paper
Code
#2
C2FNet
SOTA
92.26
Recall
· 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
#3
ChangeMamba
SOTA
92.23
Recall
· 2024-04-04
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model
Code
#4
CDMamba
92.01
Recall
· 2024-06-06
CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection
Code
#5
SRC-Net
91.55
Recall
· 2024-06-09
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection
Code
#6
RFL-CDNet
91.46
Recall
· 2024-04-27
RFL-CDNet: Towards Accurate Change Detection via Richer Feature Learning
Code
#7
Dsfer-Net
SOTA
91.04
Recall
· 2023-04-03
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks
Code
#8
CDMaskFormer
90.89
Recall
· 2024-06-21
Rethinking Remote Sensing Change Detection With A Mask View
Code
#9
CGNet
90.79
Recall
· 2024-04-14
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery
Code
#10
RSM-CD
90.42
Recall
· 2024-04-03
RS-Mamba for Large Remote Sensing Image Dense Prediction
Code
#11
HCGMNet
SOTA
90.31
Recall
· 2023-02-21
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection
Code
#12
LRNet
90.04
Recall
· 2024-04-07
LRNet: Change detection of high-resolution remote sensing imagery via strategy of localization-then-refinement
Code
#13
DDLNet
90.03
Recall
· 2024-06-19
DDLNet: Boosting Remote Sensing Change Detection with Dual-Domain Learning
Code
#14
Tiny-CD
SOTA
89.47
Recall
· 2022-07-26
TINYCD: A (Not So) Deep Learning Model For Change Detection
Code
#15
DTCDSCN
SOTA
89.35
Recall
· 2019-09-17
Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model
#16
T-UNet
88.37
Recall
· 2023-08-04
T-UNet: Triplet UNet for Change Detection in High-Resolution Remote Sensing Images
Code
#17
HANet
88.01
Recall
· 2024-04-14
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images
Code
#18
STNet
87.08
Recall
· 2023-04-22
STNet: Spatial and Temporal feature fusion network for change detection in remote sensing images
Code