Change Detection on LEVIR-CD

Metric: Recall (higher is better)

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	TTP	91.7	No	Time Travelling Pixels: Bitemporal Features Inte...	2023-12-23	Code
2	C2FNet	91.4	No	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha...	2024-04-22	Code
3	LSKNet	91.23	No	LSKNet: A Foundation Lightweight Backbone for Re...	2024-03-18	Code
4	CGNet	90.9	No	Change Guiding Network: Incorporating Change Pri...	2024-04-14	Code
5	ChangeCLIP	90.67	No	-	-	Code
6	HCGMNet	90.61	No	HCGMNET: A Hierarchical Change Guiding Map Netwo...	2023-02-21	Code
7	BiFA	89.86	No	-	-	Code
8	HANet	89.36	Yes	HANet: A Hierarchical Attention Network for Chan...	2024-04-14	Code
9	CDMaskFormer	89.35	No	Rethinking Remote Sensing Change Detection With ...	2024-06-21	Code
10	FTAN	88.82	No	-	-	Code

#1TTPSOTA
91.7
Recall· 2023-12-23
Time Travelling Pixels: Bitemporal Features Integration with Foundation Model for Remote Sensing Image Change Detection Code
#2C2FNet
91.4
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
#3LSKNet
91.23
Recall· 2024-03-18
LSKNet: A Foundation Lightweight Backbone for Remote Sensing Code
#4CGNet
90.9
Recall· 2024-04-14
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery Code
#5ChangeCLIP
90.67
Recall
No paperCode
#6HCGMNetSOTA
90.61
Recall· 2023-02-21
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection Code
#7BiFA
89.86
Recall
No paperCode
#8HANet
89.36
Recall· Extra Data· 2024-04-14
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images Code
#9CDMaskFormer
89.35
Recall· 2024-06-21
Rethinking Remote Sensing Change Detection With A Mask View Code
#10FTAN
88.82
Recall
No paperCode