Methods | 15 min | 30 min | 60 min | ||||||
MAE | RMSE | MAPE% | MAE | RMSE | MAPE% | MAE | RMSE | MAPE% | |
HA | 38.03 | 59.24 | 27.88 | 38.03 | 59.24 | 27.88 | 38.03 | 59.24 | 27.88 |
ARIMA | 29.24 | 50.11 | 19.87 | 33.82 | 56.57 | 25.71 | 43.67 | 68.69 | 29.83 |
SVR | 22.36 | 35.81 | 14.63 | 24.34 | 38.35 | 16.37 | 27.51 | 42.32 | 18.79 |
LSTM | 21.74 | 33.41 | 13.87 | 23.30 | 36.39 | 15.49 | 28.67 | 44.45 | 18.36 |
STGCN | 20.27 | 32.79 | 13.03 | 22.72 | 35.68 | 14.83 | 27.08 | 41.34 | 17.85 |
ASTGCN | 20.15 | 31.43 | 14.03 | 22.09 | 34.43 | 15.47 | 26.03 | 40.02 | 19.17 |
DCRNN | 20.75 | 32.24 | 13.10 | 19.89 | 31.61 | 13.79 | 21.67 | 34.00 | 15.41 |
Graph WaveNet | 20.45 | 29.24 | 12.27 | 19.12 | 30.62 | 13.28 | 20.69 | 33.02 | 14.10 |
MINE | 20.12 | 29.54 | 12.14 | 19.15 | 29.93 | 13.11 | 20.51 | 32.91 | 14.52 |