Traffic Flow Forecasting on PeMS08 60min horizon
18.84MAEDASTNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DASTNet2022.02 | 18.84 | 28.06 | 11.72 | |
| DASTNet w/o PRIPrior Knowledge=false2022.02 | 18.9 | 28.28 | 12.52 | |
| DASTNet w/o DADomain Adaptation=false2022.02 | 19.37 | 28.87 | 11.95 | |
| Target Only2022.02 | 19.69 | 29.37 | 12.48 | |
| Temporal Forecaster2022.02 | 20.03 | 29.86 | 14.8 | |
| GRU2022.02 | 20.94 | 31.32 | 15.2 | |
| AGCRN2022.02 | 23.44 | 37.55 | 13.71 | |
| TGCN2022.02 | 24.33 | 34.2 | 17.91 | |
| STGODE2022.02 | 26.86 | 39.85 | 24.43 | |
| STGCN2022.02 | 31.89 | 43.94 | 20.99 | |
| HA2022.02 | 32.15 | 45.41 | 20.6 | |
| DCRNN2022.02 | 39.14 | 51.97 | 47.62 | |
| GCN2022.02 | 66.24 | 89.21 | 94.01 | |
| SVR2022.02 | 66.91 | 79.72 | 33.2 |