模型 | PeMS04 | PeMS07 | PeMS08 | ||||||
MAE | RMSE | MAPE | MAE | RMSE | MAPE | MAE | RMSE | MAPE | |
w/o DF | 19.61 | 32.01 | 13.15% | 20.52 | 34.54 | 8.71% | 14.21 | 24.69 | 9.65% |
w/o EFGAT | 20.09 | 33.86 | 14.12% | 22.31 | 36.46 | 9.98% | 15.73 | 26.76 | 10.30% |
w/o TPM | 19.49 | 31.92 | 13.03% | 20.35 | 34.49 | 8.51% | 14.01 | 24.42 | 9.43% |
w/o MS | 19.32 | 31.35 | 12.65% | 20.34 | 34.12 | 8.46% | 13.75 | 24.03 | 9.21% |
D-EFGAT | 18.55 | 30.45 | 12.28% | 20.12 | 33.65 | 8.38% | 13.52 | 23.65 | 9.12% |