Traffic Flow Forecasting on PeMS08 30min horizon
16.41MAEDASTNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DASTNet2022.02 | 16.41 | 24.57 | 10.46 | |
| DASTNet w/o PRIPrior Knowledge=false2022.02 | 16.87 | 25.38 | 10.55 | |
| DASTNet w/o DADomain Adaptation=false2022.02 | 17.58 | 26.31 | 11.22 | |
| Temporal Forecaster2022.02 | 17.77 | 26.56 | 12.08 | |
| Target Only2022.02 | 17.95 | 26.63 | 11.9 | |
| GRU2022.02 | 18.89 | 28.14 | 13.45 | |
| AGCRN2022.02 | 19.45 | 32.34 | 11.3 | |
| TGCN2022.02 | 21.6 | 30.4 | 15.97 | |
| DCRNN2022.02 | 23.23 | 32.76 | 24.53 | |
| STGODE2022.02 | 23.41 | 36.41 | 21 | |
| HA2022.02 | 26.12 | 37.16 | 16.55 | |
| STGCN2022.02 | 26.2 | 36.52 | 17.73 | |
| SVR2022.02 | 45.79 | 56.16 | 24.29 | |
| GCN2022.02 | 65.09 | 87.87 | 91.64 |