Metric: Weighted Average F1-score (higher is better)
| # | Model↕ | Weighted Average F1-score▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MambaBDA-Base | 0.8141 | No | ChangeMamba: Remote Sensing Change Detection Wit... | 2024-04-04 | Code |
| 2 | BDANet | 0.806 | No | BDANet: Multiscale Convolutional Neural Network ... | 2021-05-16 | Code |
| 3 | Double branch U-Net | 0.804 | No | Cross-directional Feature Fusion Network for Bui... | 2020-10-27 | - |
| 4 | Double branch U-Net | 0.741 | No | Building Disaster Damage Assessment in Satellite... | 2020-04-12 | Code |
| 5 | Baseline Model | 0.265 | No | xBD: A Dataset for Assessing Building Damage fro... | 2019-11-21 | Code |