模型 | PeMS04 | PeMS08 | ||||
MAE | RMSE | MAPE% | MAE | RMSE | MAPE% | |
HA | 38.03 | 59.24 | 27.88 | 38.03 | 59.24 | 27.88 |
SVR | 28.66 | 44.6 | 19.15 | 23.23 | 36.12 | 14.65 |
VAR | 23.64 | 36.56 | 18.06 | 22.32 | 33.82 | 14.47 |
DCRNN | 22.74 | 36.58 | 14.75 | 18.19 | 28.18 | 11.24 |
MTGNN | 19.09 | 31.55 | 12.95 | 15.38 | 24.94 | 10.17 |
GMAN | 19.14 | 31.62 | 13.19 | 15.31 | 24.92 | 10.14 |
Traffic Transformer | 18.92 | 31.35 | 12.72 | 15.19 | 24.88 | 9.93 |
DAST-Transformer | 18.44 | 31.30 | 12.92 | 14.58 | 24.90 | 9.01 |