Change Detection on CDD Dataset (season-varying)

Metric: Overall Accuracy (higher is better)

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#	Model↕	Overall Accuracy▼	Extra Data	Paper	Date↕	Code
1	ChangeCLIP	99.48	Yes	-	-	Code
2	C2FNet	99.04	No	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha...	2024-04-22	Code
3	DDPM-CD	98.98	No	DDPM-CD: Denoising Diffusion Probabilistic Model...	2022-06-23	Code
4	HCGMNet	98.82	No	HCGMNET: A Hierarchical Change Guiding Map Netwo...	2023-02-21	Code
5	CGNet	98.74	No	Change Guiding Network: Incorporating Change Pri...	2024-04-14	Code
6	HANet	97.32	No	HANet: A Hierarchical Attention Network for Chan...	2024-04-14	Code

#1ChangeCLIP
99.48
Overall Accuracy· Extra Data
No paperCode
#2C2FNetSOTA
99.04
Overall Accuracy· 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
#3DDPM-CDSOTA
98.98
Overall Accuracy· 2022-06-23
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection Code
#4HCGMNet
98.82
Overall Accuracy· 2023-02-21
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection Code
#5CGNet
98.74
Overall Accuracy· 2024-04-14
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery Code
#6HANet
97.32
Overall Accuracy· 2024-04-14
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images Code