Traffic Speed Prediction on PEMS-BAY 60 min
1.95MAEGraph WaveNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Graph WaveNet2019.05 | 1.95 | 4.63 | 4.52 | |
| DCRNN2019.03 | 2.07 | 4.9 | 4.74 | |
| 3D-TGCN2019.03 | 2.07 | 4.76 | 4.56 | |
| DCRNN2019.05 | 2.07 | 4.9 | 4.74 | |
| WaveNet2019.05 | 2.35 | 5.87 | 5.43 | |
| STGCN2019.03 | 2.37 | 5.39 | 5.27 | |
| FC-LSTM2019.05 | 2.37 | 5.7 | 4.96 | |
| STGCN2019.05 | 2.49 | 5.79 | 5.69 | |
| FC-LSTM2019.03 | 2.55 | 5.84 | 5.31 | |
| FNN2019.03 | 2.88 | 7.11 | 5.99 | |
| SVR2019.03 | 3.28 | 8 | 7.08 | |
| ARIMA2019.05 | 3.38 | 8.3 | 6.5 |