| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Trajectory Generation | Chengdu | Density0.1365 | 11 | |
| CO2 Emission Prediction | Chengdu (CD) | MAE98.43 | 8 | |
| Population Prediction | Chengdu | MAE546.82 | 8 | |
| GDP Prediction | Chengdu (CD) | Mean Absolute Error (MAE)133.94 | 8 | |
| Next GPS Prediction | Chengdu | MAE217.7 | 8 | |
| Trajectory recovery | Chengdu | MSE0.159 | 6 | |
| Traffic Forecasting | Chengdu outflow | MSE4.72 | 4 | |
| Traffic Forecasting | Chengdu inflow | MSE4.5 | 4 |