Traffic Flow Forecasting on PeMS04 30min horizon
20.67MAEDASTNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DASTNet2022.02 | 20.67 | 30.78 | 14.56 | |
| DASTNet w/o PRIPrior Knowledge=false2022.02 | 21 | 31.4 | 14.61 | |
| Target Only2022.02 | 21.55 | 32.26 | 14.83 | |
| DASTNet w/o DADomain Adaptation=false2022.02 | 21.57 | 32.26 | 15.09 | |
| Temporal Forecaster2022.02 | 22.22 | 33.19 | 15.53 | |
| GRU2022.02 | 22.71 | 33.77 | 16.54 | |
| STGODE2022.02 | 23.14 | 35.55 | 17.66 | |
| SVR2022.02 | 23.9 | 33.51 | 18.74 | |
| TGCN2022.02 | 25.22 | 36.09 | 19.34 | |
| AGCRN2022.02 | 26.53 | 48.05 | 15.3 | |
| DCRNN2022.02 | 26.68 | 37.63 | 21.39 | |
| STGCN2022.02 | 27.91 | 39.65 | 25.33 | |
| HA2022.02 | 31.75 | 45.14 | 22.84 | |
| GCN2022.02 | 49.49 | 69.97 | 41.42 |