| Paper | Code | Weighted Average F1-score | Localization F1-score | Classification F1-score | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model | ✓ Link | 0.8141 | 0.8141 | 0.7884 | MambaBDA-Base | 2024-04-04 |
| BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images | ✓ Link | 0.806 | BDANet | 2021-05-16 | ||
| Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery | 0.804 | Double branch U-Net | 2020-10-27 | |||
| Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal Fusion | ✓ Link | 0.741 | Double branch U-Net | 2020-04-12 | ||
| xBD: A Dataset for Assessing Building Damage from Satellite Imagery | ✓ Link | 0.265 | Baseline Model | 2019-11-21 |