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%