| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Rwanda building stock | Total Buildings3,258,527 | 14 | 3d ago | ||
| Sentinel | RMSE1.89 | 6 | 4d ago | ||
| Sentinel + LiDAR | RMSE (m)1.5 | 2 | 4d ago | ||
| Sentinel + DEM | Swin Transformer | RMSE (m)3.19 | 1 | 4d ago | |
| VHR satellite image | IoU85.1 | 1 | 4d ago | ||
| GIS only | MAE (m)2.5 | 1 | 4d ago | ||
| VHR SAR | RMSE (m)3.51 | 1 | 4d ago | ||
| LiDAR | Overall Accuracy96.5 | 1 | 4d ago | ||
| Sentinel + ALOS | - | - | 0 | 4d ago |
