📊 Showing 5 results | 📏 Metric: Weighted Average F1-score
| Rank | Model | Paper | Weighted Average F1-score | Date | Code |
|---|---|---|---|---|---|
| 1 | MambaBDA-Base | ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model | 0.81 | 2024-04-04 | 📦 chenhongruixuan/mambacd |
| 2 | BDANet | BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images | 0.81 | 2021-05-16 | 📦 ShaneShen/BDANet-Building-Damage-Assessment |
| 3 | Double branch U-Net | Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery | 0.80 | 2020-10-27 | - |
| 4 | Double branch U-Net | Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal Fusion | 0.74 | 2020-04-12 | 📦 ethanweber/xview2 |
| 5 | Baseline Model | xBD: A Dataset for Assessing Building Damage from Satellite Imagery | 0.27 | 2019-11-21 | 📦 DIUx-xView/xview2-baseline 📦 aleksispi/airloc 📦 yjt2018/awesome-remote-sensing-change-detection 📦 nimaafshar/metadamagenet |