Change Detection on WHU-CD

Metric: Recall (higher is better)

LeaderboardDataset

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Results

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#	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

#1BiFA
93.6
Recall
No paperCode
#2C2FNetSOTA
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
#3ChangeMambaSOTA
92.23
Recall· 2024-04-04
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model Code
#4CDMamba
92.01
Recall· 2024-06-06
CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection Code
#5SRC-Net
91.55
Recall· 2024-06-09
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection Code
#6RFL-CDNet
91.46
Recall· 2024-04-27
RFL-CDNet: Towards Accurate Change Detection via Richer Feature Learning Code
#7Dsfer-NetSOTA
91.04
Recall· 2023-04-03
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks Code
#8CDMaskFormer
90.89
Recall· 2024-06-21
Rethinking Remote Sensing Change Detection With A Mask View Code
#9CGNet
90.79
Recall· 2024-04-14
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery Code
#10RSM-CD
90.42
Recall· 2024-04-03
RS-Mamba for Large Remote Sensing Image Dense Prediction Code
#11HCGMNetSOTA
90.31
Recall· 2023-02-21
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection Code
#12LRNet
90.04
Recall· 2024-04-07
LRNet: Change detection of high-resolution remote sensing imagery via strategy of localization-then-refinement Code
#13DDLNet
90.03
Recall· 2024-06-19
DDLNet: Boosting Remote Sensing Change Detection with Dual-Domain Learning Code
#14Tiny-CDSOTA
89.47
Recall· 2022-07-26
TINYCD: A (Not So) Deep Learning Model For Change Detection Code
#15DTCDSCNSOTA
89.35
Recall· 2019-09-17
Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model
#16T-UNet
88.37
Recall· 2023-08-04
T-UNet: Triplet UNet for Change Detection in High-Resolution Remote Sensing Images Code
#17HANet
88.01
Recall· 2024-04-14
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images Code
#18STNet
87.08
Recall· 2023-04-22
STNet: Spatial and Temporal feature fusion network for change detection in remote sensing images Code