ML Research Wiki / Benchmarks / Change Detection / WHU Building Dataset

WHU Building Dataset

Change Detection Benchmark

Performance Over Time

📊 Showing 7 results | 📏 Metric: F1-score

Top Performing Models

Rank Model Paper F1-score Date Code
1 IMP+MTP(InternImage-XL) MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 0.96 2024-03-20 📦 vitae-transformer/mtp 📦 cuzyoung/crossearth
2 SGSLN/512 Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization 0.95 2023-11-19 📦 walking-shadow/Semantic-guidance-and-spatial-localization-network
3 MAE+MTP(ViT-L+RVSA) MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 0.95 2024-03-20 📦 vitae-transformer/mtp 📦 cuzyoung/crossearth
4 SGSLN/256 Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization 0.95 2023-11-19 📦 walking-shadow/Semantic-guidance-and-spatial-localization-network
5 MAE+MTP(ViT-B+RVSA) MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 0.94 2024-03-20 📦 vitae-transformer/mtp 📦 cuzyoung/crossearth
6 RSM-CD RS-Mamba for Large Remote Sensing Image Dense Prediction 0.92 2024-04-03 📦 walking-shadow/Official_Remote_Sensing_Mamba
7 SGSLN/128 Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization 0.92 2023-11-19 📦 walking-shadow/Semantic-guidance-and-spatial-localization-network

All Papers (7)

vitae-transformer/mtp cuzyoung/crossearth
walking-shadow/Semantic-guidance-and-spatial-localization-network
vitae-transformer/mtp cuzyoung/crossearth
walking-shadow/Semantic-guidance-and-spatial-localization-network
vitae-transformer/mtp cuzyoung/crossearth
walking-shadow/Official_Remote_Sensing_Mamba
walking-shadow/Semantic-guidance-and-spatial-localization-network