Geolife
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Trajectory Simulation | Geolife | Agent Score64.3684 | 18 | |
| Membership Inference Attack | Geolife Daily | Accuracy95 | 12 | |
| Transportation Mode Identification | Geolife (test) | Test Accuracy95.97 | 7 | |
| Trajectory Synthesis | GeoLife (test) | Density Error1.1 | 5 | |
| Trajectory Generation | GeoLife | Distance0.032 | 5 | |
| Next Location Prediction | Geolife | Accuracy58.51 | 5 | |
| Trajectory Generation | Geolife Weekly Use-case B | G-rank (tau_b)1 | 4 | |
| Trajectory Generation | Geolife Use-case B (Weekly) | Pairwise Hausdorff Distance (W1)0 | 4 | |
| Trajectory Generation Evaluation | Daily Geolife Point level | G-rank1 | 4 | |
| Trajectory Generation Evaluation | Geolife Trajectory level (daily) | Pairwise Hausdorff Distance (W1)0 | 4 | |
| Trajectory Generation (Point level evaluation) | Hourly Geolife (Use-case B) | G-rank (tau_b)1 | 4 | |
| Trajectory Generation (Trajectory level evaluation) | Hourly Geolife (Use-case B) | Traveled Distance (km)234.176 | 4 |
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