OpenCodePapers

change-detection-on-cdd-dataset-season-1

Change Detection
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PaperCodeF1-ScoreF1PrecisionRecallOverall AccuracyKCIoUModelNameReleaseDate
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images✓ Link98.42P2V-CD2022-12-07
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining✓ Link98.33IMP+MTP(InternImage-XL)2024-03-20
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining✓ Link97.98MAE+MTP(ViT-L+RVSA)2024-03-20
ChangeCLIP: Remote sensing change detection with multimodal vision-language representation learning✓ Link97.8997.8998.0297.7799.4895.87ChangeCLIP2024-01-04
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining✓ Link97.87MAE+MTP(ViT-B+RVSA)2024-03-20
Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization✓ Link97.77SGSLN/5122023-11-19
SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective✓ Link97.62SChanger-base2025-03-26
Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization✓ Link96.24SGSLN/2562023-11-19
SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images✓ Link96.2SNUNet-c482021-02-17
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images✓ Link95.9395.9395.4696.4199.0495.3992.18C2FNet2024-04-22
SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective✓ Link95.75SChanger-small2025-03-26
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection✓ Link95.6298.98DDPM-CD2022-06-23
SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images✓ Link95.3SNUNet-c322021-02-17
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection✓ Link95.0795.0793.8496.3498.8294.4090.60HCGMNet2023-02-21
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery✓ Link94.7394.7393.6795.8298.7494.0290.00CGNet2024-04-14
Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization✓ Link93.76SGSLN/1282023-11-19
ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images✓ Link93.54ESCNet2021-07-05
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images✓ Link89.2389.2392.8685.8797.3287.7090.55HANet2024-04-14
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