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Change detection for remote sensing images
Change Detection For Remote Sensing Images On
Change Detection For Remote Sensing Images On
Metrics
F1-Score
Results
Performance results of various models on this benchmark
Columns
Model Name
F1-Score
Paper Title
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
0 of 25 row(s) selected.
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