Traffic Flow Forecasting on PeMS07 60min horizon
26.88MAEDASTNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DASTNet2022.02 | 26.88 | 40.12 | 0.1175 | |
| DASTNet w/o PRIPrior Knowledge=false2022.02 | 28.37 | 42.51 | 0.1274 | |
| Temporal Forecaster2022.02 | 28.55 | 42.72 | 0.1267 | |
| DASTNet w/o DADomain Adaptation=false2022.02 | 28.61 | 42.88 | 0.1274 | |
| Target Only2022.02 | 28.88 | 43.13 | 0.1318 | |
| GRU2022.02 | 29.39 | 43.89 | 0.1326 | |
| STGODE2022.02 | 30.87 | 45.27 | 0.1721 | |
| TGCN2022.02 | 33.25 | 47.24 | 0.1658 | |
| SVR2022.02 | 36.9 | 49.13 | 0.335 | |
| AGCRN2022.02 | 39 | 68.44 | 0.1398 | |
| STGCN2022.02 | 43.45 | 60.67 | 0.2757 | |
| HA2022.02 | 45.43 | 63.93 | 0.2166 | |
| DCRNN2022.02 | 51.09 | 66.26 | 0.4829 | |
| GCN2022.02 | 55.09 | 77.15 | 0.4146 |