| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Risk Prediction | Chicago (test) | MAE1.1172 | 11 | |
| Taxi Drop Prediction | Chicago (test) | MAE2.0034 | 11 | |
| Taxi Pick Prediction | Chicago (test) | MAE2.2996 | 11 | |
| Urban Planning | Chicago | Service Score0.8625 | 7 | |
| LVEF estimation | Chicago (cross-site generalization) | MAE5.44 | 5 | |
| RVSP estimation | Chicago | MAE4.91 | 5 | |
| Spatial Ranking | Chicago (test) | Training Time (s/epoch)47.7 | 4 | |
| Risk Forecasting | Chicago | MAE1.1186 | 2 | |
| Taxi Drop Forecasting | Chicago | MAE2.0134 | 2 | |
| Taxi Pick Forecasting | Chicago | MAE2.3551 | 2 |