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Change Detection For Remote Sensing Images On

Metrics

F1-Score

Results

Performance results of various models on this benchmark

Paper TitleRepository
P2V-CD0.9842Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images-
IMP+MTP(InternImage-XL)0.9833MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
MAE+MTP(ViT-L+RVSA)0.9798MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
MAE+MTP(ViT-B+RVSA)0.9787MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
SARAS-Net0.9749SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection
SDACD0.9734An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection
RDP-Net0.9723RDP-Net: Region Detail Preserving Network for Change Detection
SiamixFormer-50.9713SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images-
IMP-ViTAEv2-S-BIT0.9702An Empirical Study of Remote Sensing Pretraining
SiamixFormer-40.9685SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images-
RSP-ViTAEv2-S-BIT0.9681An Empirical Study of Remote Sensing Pretraining
SiamixFormer-30.9648SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images-
SNUNet-c480.962SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images-
RSP-ResNet-50-BIT0.96An Empirical Study of Remote Sensing Pretraining
SiamixFormer-20.9552SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images-
SNUNet-c320.953SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images-
RSP-Swin-T-BIT0.9521An Empirical Study of Remote Sensing Pretraining
USSFC-Net0.9474Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images-
ESCNet0.9354ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images-
SiamixFormer-10.9278SiamixFormer: 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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