模型

MAPE

MAE

RMSE

R²

CNN

15.37%

31.72

40.78

0.93

BiGRU

11.61%

31.08

37.78

0.94

BiGRU-Attention

10.41%

22.11

29.67

0.96

CNN-BiGRU

10.81%

27.23

35.72

0.94

CNN-BiGRU-Attention

7.71%

19.55

26.66

0.97