Traffic Forecasting on PeMS-M 15 30 60 min (test)
2.15MAE (15 min)ST-UNet
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ST-UNet2019.03 | 2.15 | 2.81 | 3.38 | 5.06 | 6.79 | 8.33 | 4.03 | 5.42 | 6.68 | |
| STGCN2019.03 | 2.25 | 3.03 | 4.02 | 5.26 | 7.33 | 9.85 | 4.04 | 5.7 | 7.64 | |
| DCRNN2019.03 | 2.25 | 2.98 | 3.83 | 5.3 | 7.39 | 9.85 | 4.04 | 5.58 | 7.19 | |
| FNN2019.03 | 2.39 | 3.41 | 4.88 | 5.53 | 8.16 | 12.12 | 4.4 | 6.4 | 8.84 | |
| LSVR2019.03 | 2.5 | 3.63 | 4.54 | 5.81 | 8.88 | 11.5 | 4.55 | 6.67 | 8.28 | |
| FC-LSTM2019.03 | 3.67 | 3.87 | 4.19 | 9.09 | 9.57 | 10.55 | 6.58 | 7.03 | 7.79 | |
| HA2019.03 | 4.01 | 4.01 | 4.01 | 10.61 | 10.61 | 10.61 | 7.2 | 7.2 | 7.2 | |
| ARIMA2019.03 | 5.55 | 5.86 | 6.83 | 12.92 | 13.94 | 17.34 | 9 | 9.13 | 11.48 |