| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Traffic Data Completion | Seattle | RMSE6.48 | 30 | |
| Traffic Forecasting | SEATTLE 48-step horizon | RMSE7.48 | 13 | |
| Traffic Forecasting | SEATTLE 36-step horizon | RMSE7.35 | 13 | |
| Traffic Forecasting | SEATTLE 24-step horizon | RMSE7.22 | 13 | |
| Traffic flow forecasting | Seattle (test) | MAE94.97 | 10 | |
| Next Location Prediction | Seattle | HR@136.8 | 8 | |
| Urban Morphology Generation | Seattle | FID47.8 | 2 |