| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Positioning Accuracy | UrbanNav Loop 2 | 2D RMSE4.72 | 5 | |
| Positioning Accuracy | UrbanNav Loop 1 | 2D RMSE4.79 | 5 | |
| 3D Positioning | UrbanNav-HK-MediumUrban-1 (Loop 2) | RMSE 3D (m)9.33 | 4 | |
| Positioning Accuracy | UrbanNav Dataset | RMSE8.13 | 4 | |
| Future Trajectory Prediction | UrbanNav Unseen (test) | AOE9.22 | 4 | |
| Future Trajectory Prediction | UrbanNav Seen (test) | AOE8.88 | 4 | |
| 3D Positioning | UrbanNav-HK-MediumUrban-1 (Loop 1) | RMSE (3D) [m]27.91 | 3 |