Traffic Flow Forecasting on PeMS04 (15min horizon)
19.25MAEDASTNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DASTNet2022.02 | 19.25 | 28.91 | 13.3 | |
| DASTNet w/o PRIPrior Knowledge=false2022.02 | 19.35 | 29.05 | 13.54 | |
| DASTNet w/o DADomain Adaptation=false2022.02 | 19.65 | 29.52 | 13.53 | |
| Target Only2022.02 | 19.77 | 29.77 | 13.95 | |
| Temporal Forecaster2022.02 | 20.7 | 30.8 | 14.72 | |
| STGODE2022.02 | 20.73 | 31.97 | 15.79 | |
| GRU2022.02 | 20.96 | 31.08 | 14.78 | |
| SVR2022.02 | 21.21 | 29.68 | 16.05 | |
| DCRNN2022.02 | 23.73 | 34.27 | 18.84 | |
| TGCN2022.02 | 24.09 | 34.31 | 18.26 | |
| AGCRN2022.02 | 24.58 | 42.3 | 14.93 | |
| STGCN2022.02 | 27.03 | 38.26 | 25.16 | |
| HA2022.02 | 28.36 | 40.55 | 20.14 | |
| GCN2022.02 | 48.65 | 68.89 | 40.53 |