Traffic Speed Forecasting on PeMSD7 Medium (test)
2.25MAE (15 min)STGCN(Cheb)
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| STGCN(Cheb)2017.09 | 2.25 | 3.03 | 3.57 | 5.26 | 7.33 | 8.69 | 4.04 | 5.7 | 6.77 | |
| STGCN(1st)2017.09 | 2.26 | 3.09 | 3.79 | 5.24 | 7.39 | 9.12 | 4.07 | 5.77 | 7.03 | |
| GCGRU2017.09 | 2.37 | 3.31 | 4.01 | 5.54 | 8.06 | 9.99 | 4.21 | 5.96 | 7.13 | |
| LSVR2017.09 | 2.5 | 3.63 | 4.54 | 5.81 | 8.88 | 11.5 | 4.55 | 6.67 | 8.28 | |
| FNN2017.09 | 2.74 | 4.02 | 5.04 | 6.38 | 9.72 | 12.38 | 4.75 | 6.98 | 8.58 | |
| FC-LSTM2017.09 | 3.57 | 3.94 | 4.16 | 8.6 | 9.55 | 10.1 | 6.2 | 7.03 | 7.51 | |
| HA2017.09 | 4.01 | 4.01 | 4.01 | 10.61 | 10.61 | 10.61 | 7.2 | 7.2 | 7.2 | |
| ARIMA2017.09 | 5.55 | 5.86 | 6.27 | 12.92 | 13.94 | 15.2 | 9 | 9.13 | 9.38 |