Change Detection on WHU-CD

Metric: Precision (higher is better)

LeaderboardDataset

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#	Model↕	Precision▼	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

#1C2FNetSOTA
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
#2CLAFA-LWGANet L2
96.51
Precision· 2025-01-17
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks Code
#3ChangeMambaSOTA
96.18
Precision· 2024-04-04
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model Code
#4CDMamba
95.58
Precision· 2024-06-06
CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection Code
#5T-UNetSOTA
95.44
Precision· 2023-08-04
T-UNet: Triplet UNet for Change Detection in High-Resolution Remote Sensing Images Code
#6BiFA
95.15
Precision
No paperCode
#7LRNet
95.11
Precision· 2024-04-07
LRNet: Change detection of high-resolution remote sensing imagery via strategy of localization-then-refinement Code
#8CGNet
94.47
Precision· 2024-04-14
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery Code
#9Dsfer-NetSOTA
94.17
Precision· 2023-04-03
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks Code
#10HCGMNetSOTA
93.93
Precision· 2023-02-21
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection Code
#11RSM-CD
93.37
Precision· 2024-04-03
RS-Mamba for Large Remote Sensing Image Dense Prediction Code
#12Tiny-CDSOTA
92.68
Precision· 2022-07-26
TINYCD: A (Not So) Deep Learning Model For Change Detection Code
#13SRC-Net
92.57
Precision· 2024-06-09
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection Code
#14CDMaskFormer
92.25
Precision· 2024-06-21
Rethinking Remote Sensing Change Detection With A Mask View Code
#15DDLNet
91.56
Precision· 2024-06-19
DDLNet: Boosting Remote Sensing Change Detection with Dual-Domain Learning Code
#16RFL-CDNet
91.33
Precision· 2024-04-27
RFL-CDNet: Towards Accurate Change Detection via Richer Feature Learning Code
#17DTCDSCNSOTA
90.15
Precision· 2019-09-17
Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model
#18HANet
88.3
Precision· 2024-04-14
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images Code
#19STNet
87.84
Precision· 2023-04-22
STNet: Spatial and Temporal feature fusion network for change detection in remote sensing images Code