Traffic Flow Forecasting on PeMS07 30min horizon
22.96MAEDASTNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DASTNet2022.02 | 22.96 | 34.8 | 9.87 | |
| DASTNet w/o PRIPrior Knowledge=false2022.02 | 23.85 | 36.1 | 10.51 | |
| DASTNet w/o DADomain Adaptation=false2022.02 | 24.52 | 37.05 | 10.77 | |
| Target Only2022.02 | 24.61 | 37.15 | 10.8 | |
| Temporal Forecaster2022.02 | 24.7 | 37.13 | 10.98 | |
| GRU2022.02 | 25.31 | 37.85 | 12.87 | |
| STGODE2022.02 | 26.02 | 38.52 | 14.23 | |
| SVR2022.02 | 27.33 | 37.6 | 19.23 | |
| TGCN2022.02 | 30.84 | 43.58 | 15.19 | |
| DCRNN2022.02 | 31.06 | 43.38 | 19.94 | |
| AGCRN2022.02 | 35.1 | 63.78 | 11.98 | |
| HA2022.02 | 37.09 | 52.38 | 17.26 | |
| STGCN2022.02 | 39.5 | 43.58 | 15.09 | |
| GCN2022.02 | 51.94 | 73.18 | 39.1 |