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