| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Grid-based Trajectory Generation | Porto | JSD0.02 | 30 | |
| Road Network-based Trajectory Generation | Porto | JSD7 | 30 | |
| Map extraction | Porto regions (test) | IoU71.7 | 18 | |
| Trajectory Generation | Porto Dataset (test) | Jac52.2 | 8 | |
| Next-edge prediction | Porto (test) | Cross-Entropy Loss0.88 | 5 | |
| Trajectory Generation | Porto (test) | Density0.0121 | 5 | |
| Road Extraction | Porto (five-fold cross-validation) | Metric- | 0 |