模型

PeMS04

PeMS07

PeMS08

MAE

RMSE

MAPE

MAE

RMSE

MAPE

MAE

RMSE

MAPE

AGCRN

19.83

32.26

12.97%

22.37

36.55

9.12%

15.95

25.22

10.09%

LSGCN

21.53

33.86

13.18%

27.31

41.46

11.98%

17.73

26.76

11.20%

AGCRN+

19.02

31.42

12.80%

21.50

35.00

9.01%

15.30

25.01

9.93%

LSGCN+

21.00

33.12

13.56%

26.71

40.52

11.19%

17.03

26.12

10.72.%