| traffic-prediction-on-bjtaxi | AGCRN | #2 | MAE @ in: 12.30MAE @ out: 12.38MAPE (%) @ in: 15.61… |
| traffic-prediction-on-expy-tky-1 | AGCRN | #6 | 1 step MAE: 5.993 step MAE: 6.686 step MAE: 7.11 |
| traffic-prediction-on-ne-bj | AGCRN | #6 | 12 steps MAE: 4.99 |
| traffic-prediction-on-nycbike1 | AGCRN | #2 | MAE @ in: 5.17MAE @ out: 5.47MAPE (%) @ in: 25.59… |
| traffic-prediction-on-nycbike2 | AGCRN | #2 | MAE @ in: 5.18MAE @ out: 4.79MAPE (%) @ in: 27.14… |
| traffic-prediction-on-nyctaxi | AGCRN | #2 | MAE @ in: 12.13MAE @ out: 9.87MAPE (%) @ in: 18.78… |
| traffic-prediction-on-pems04 | AGCRN | #9 | 12 Steps MAE: 19.83 |
| weather-forecasting-on-la | AGCRN | #2 | MSE (t+1): 0.2289 ± 0.0327MSE (t+6): 0.8412 ± 1.1162 |
| weather-forecasting-on-noaa-atmospheric | AGCRN | #3 | MAE (t+1): 0.3019 ± 0.0374MAE (t+10): 1.3755 ± 0.2732 |
| weather-forecasting-on-sd | AGCRN | #2 | MSE (t+1): 0.2010 ± 0.0188MSE (t+6): 1.0181 ± 0.1275 |