Change Detection For Remote Sensing Images On

평가 지표

F1-Score

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	F1-Score	Paper Title	Repository
MAE+MTP(ViT-L+RVSA)	0.9798	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
Siam-NestedUNet-c32	0.915	Siamese NestedUNet Networks for Change Detection of High Resolution Satellite Image
RDP-Net	0.9723	RDP-Net: Region Detail Preserving Network for Change Detection
RSP-Swin-T-BIT	0.9521	An Empirical Study of Remote Sensing Pretraining
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	-
SiamixFormer-0	0.9205	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
RSP-ResNet-50-BIT	0.96	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	-
P2V-CD	0.9842	Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images
SARAS-Net	0.9749	SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection
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	-
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	-
SDACD	0.9734	An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection
IFN	0.903	A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sensing images
MAE+MTP(ViT-B+RVSA)	0.9787	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
ESCNet	0.9354	ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images
SNUNet-c48	0.962	SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images
DASNet	0.919	DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images
IMP+MTP(InternImage-XL)	0.9833	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining

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