2D Semantic Segmentation On Xbd
Metrics
Weighted Average F1-score
Results
Performance results of various models on this benchmark
Model Name | Weighted Average F1-score | Paper Title | Repository |
|---|---|---|---|
| Baseline Model | 0.265 | xBD: A Dataset for Assessing Building Damage from Satellite Imagery | |
| MambaBDA-Base | 0.8141 | ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model | |
| BDANet | 0.806 | BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images | |
| Double branch U-Net | 0.741 | Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal Fusion | |
| Double branch U-Net | 0.804 | Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery | - |
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