Metro Crowd Flow Forecasting on HZME inflow
10.39MAECorrSTN(p)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CorrSTN(p)2022.05 | 10.39 | 17.23 | 22.93 | |
| ASTGNN(p)year=20212022.05 | 10.94 | 18.89 | 23.33 | |
| GWNyear=20192022.05 | 11.2 | 19.73 | 23.75 | |
| CorrSTN2022.05 | 11.2 | 19.71 | 24.04 | |
| GMANyear=20202022.05 | 11.35 | 20.6 | 26.85 | |
| STGODEyear=20212022.05 | 11.36 | 22.02 | 40.5 | |
| ASTGNNyear=20212022.05 | 11.46 | 20.84 | 24.42 | |
| AGCRNyear=20202022.05 | 11.86 | 24.39 | 30.93 | |
| MTGNNyear=20202022.05 | 11.99 | 20.57 | 26.87 | |
| DCRNNyear=20182022.05 | 12.25 | 20.91 | 25.53 | |
| DMSTGCNyear=20212022.05 | 12.64 | 21.79 | 28.21 | |
| STSGCNyear=20202022.05 | 12.85 | 23.2 | 28.02 | |
| STGCNyear=20182022.05 | 12.88 | 22.86 | 29.66 | |
| ASTGCNyear=20192022.05 | 13.1 | 23.23 | 33.29 | |
| STFGNNyear=20212022.05 | 13.12 | 23.02 | 30.67 | |
| VARyear=20032022.05 | 17.65 | 28.1 | 58.07 | |
| SVRyear=19972022.05 | 21.94 | 40.73 | 49.4 | |
| LSTMyear=19972022.05 | 22.53 | 39.33 | 60.12 |