Change Detection on SYSU-CD

Metric: Recall (higher is better)

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	CDMaskFormer	87.25	No	Rethinking Remote Sensing Change Detection With ...	2024-06-21	Code
2	DSAMNET	81.86	No	-	-	Code
3	RCTNet	81.73	No	Relating CNN-Transformer Fusion Network for Chan...	2024-07-03	Code
4	C2FNet	80.67	No	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha...	2024-04-22	Code
5	ChangeMamba	80.31	No	ChangeMamba: Remote Sensing Change Detection Wit...	2024-04-04	Code
6	MaskCD	77.78	No	MaskCD: A Remote Sensing Change Detection Networ...	2024-04-18	Code
7	HANet	76.14	No	HANet: A Hierarchical Attention Network for Chan...	2024-04-14	Code
8	CGNet	74.37	No	Change Guiding Network: Incorporating Change Pri...	2024-04-14	Code
9	HCGMNet	74.15	No	HCGMNET: A Hierarchical Change Guiding Map Netwo...	2023-02-21	Code

#1CDMaskFormerSOTA
87.25
Recall· 2024-06-21
Rethinking Remote Sensing Change Detection With A Mask View Code
#2DSAMNET
81.86
Recall
No paperCode
#3RCTNet
81.73
Recall· 2024-07-03
Relating CNN-Transformer Fusion Network for Change Detection Code
#4C2FNetSOTA
80.67
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
#5ChangeMambaSOTA
80.31
Recall· 2024-04-04
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model Code
#6MaskCD
77.78
Recall· 2024-04-18
MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification Code
#7HANet
76.14
Recall· 2024-04-14
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images Code
#8CGNet
74.37
Recall· 2024-04-14
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery Code
#9HCGMNetSOTA
74.15
Recall· 2023-02-21
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection Code