Metro Crowd Flow Forecasting on HZME outflow
15.24MAECorrSTN(p)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CorrSTN(p)2022.05 | 15.24 | 26.34 | 51.22 | |
| CorrSTN2022.05 | 17.26 | 30.66 | 65.33 | |
| ASTGNN(p)year=20212022.05 | 17.47 | 30.78 | 70.52 | |
| GWNyear=20192022.05 | 17.5 | 30.65 | 73.65 | |
| ASTGNNyear=20212022.05 | 17.94 | 31.91 | 72.46 | |
| DCRNNyear=20182022.05 | 18.02 | 31.45 | 66.98 | |
| GMANyear=20202022.05 | 18.03 | 32.51 | 74.57 | |
| DMSTGCNyear=20212022.05 | 18.52 | 32.26 | 77.08 | |
| STSGCNyear=20202022.05 | 18.74 | 33.12 | 76.85 | |
| MTGNNyear=20202022.05 | 18.79 | 32.27 | 87.63 | |
| STFGNNyear=20212022.05 | 18.9 | 34.12 | 77.32 | |
| STGCNyear=20182022.05 | 19.12 | 33.12 | 73.66 | |
| AGCRNyear=20202022.05 | 19.34 | 33.85 | 88.85 | |
| ASTGCNyear=20192022.05 | 19.35 | 33.2 | 88.75 | |
| STGODEyear=20212022.05 | 19.43 | 33.67 | 89.9 | |
| VARyear=20032022.05 | 22.35 | 37.96 | 96.68 | |
| SVRyear=19972022.05 | 25.59 | 50.07 | 91.71 | |
| LSTMyear=19972022.05 | 26.18 | 48.91 | 103.06 |