Methods | 15 min | 30 min | 60 min | ||||||
MAE | RMSE | MAPE% | MAE | RMSE | MAPE% | MAE | RMSE | MAPE% | |
HA | 33.64 | 51.95 | 23.71 | 33.64 | 51.95 | 23.71 | 33.64 | 51.95 | 23.71 |
ARIMA | 24.24 | 42.79 | 17.54 | 30.78 | 48.26 | 21.26 | 38.67 | 56.10 | 24.93 |
SVR | 16.84 | 25.19 | 11.63 | 19.82 | 29.31 | 13.37 | 24.22 | 35.13 | 14.92 |
LSTM | 16.58 | 25.22 | 11.87 | 19.07 | 29.23 | 13.29 | 23.91 | 35.78 | 14.87 |
STGCN | 16.14 | 24.33 | 10.33 | 17.89 | 27.92 | 11.17 | 21.22 | 32.95 | 12.86 |
ASTGCN | 16.48 | 25.09 | 11.03 | 18.66 | 28.17 | 12.23 | 22.83 | 33.68 | 15.24 |
DCRNN | 15.02 | 23.36 | 9.65 | 16.56 | 25.88 | 10.62 | 19.39 | 29.88 | 12.45 |
Graph WaveNet | 13.93 | 22.76 | 9.15 | 15.78 | 25.22 | 10.27 | 17.92 | 28.54 | 11.29 |
MINE | 13.85 | 22.56 | 9.22 | 15.74 | 24.87 | 10.11 | 17.51 | 28.32 | 10.89 |