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Change Detection On Cdd Dataset Season 1

Metrics

F1-Score

Results

Performance results of various models on this benchmark

Model Name
F1-Score
Paper TitleRepository
SGSLN/51297.77Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization
MAE+MTP(ViT-B+RVSA)97.87MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
ChangeCLIP97.89ChangeCLIP: Remote sensing change detection with multimodal vision-language representation learning
MAE+MTP(ViT-L+RVSA)97.98MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
HANet89.23HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images
C2FNet95.93C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images
SGSLN/12893.76Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization
DDPM-CD95.62DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection
SGSLN/25696.24Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization
IMP+MTP(InternImage-XL)98.33MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
P2V-CD98.42Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images
HCGMNet95.07HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection
CGNet94.73Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery
SNUNet-c4896.2SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images
ESCNet93.54ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images
SNUNet-c3295.3SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images
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