Change Detection For Remote Sensing Images On

评估指标

F1-Score

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
P2V-CD	0.9842	Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images	-
IMP+MTP(InternImage-XL)	0.9833	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
MAE+MTP(ViT-L+RVSA)	0.9798	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
MAE+MTP(ViT-B+RVSA)	0.9787	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
SARAS-Net	0.9749	SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection
SDACD	0.9734	An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection
RDP-Net	0.9723	RDP-Net: Region Detail Preserving Network for Change Detection
SiamixFormer-5	0.9713	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images	-
IMP-ViTAEv2-S-BIT	0.9702	An Empirical Study of Remote Sensing Pretraining
SiamixFormer-4	0.9685	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images	-
RSP-ViTAEv2-S-BIT	0.9681	An Empirical Study of Remote Sensing Pretraining
SiamixFormer-3	0.9648	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images	-
SNUNet-c48	0.962	SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images	-
RSP-ResNet-50-BIT	0.96	An Empirical Study of Remote Sensing Pretraining
SiamixFormer-2	0.9552	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images	-
SNUNet-c32	0.953	SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images	-
RSP-Swin-T-BIT	0.9521	An Empirical Study of Remote Sensing Pretraining
USSFC-Net	0.9474	Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images	-
ESCNet	0.9354	ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images	-
SiamixFormer-1	0.9278	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images	-

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