Traffic Flow Forecasting on PeMS08 15min horizon
15.26MAEDASTNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DASTNet2022.02 | 15.26 | 22.7 | 9.64 | |
| DASTNet w/o PRIPrior Knowledge=false2022.02 | 15.75 | 23.6 | 10 | |
| Temporal Forecaster2022.02 | 15.99 | 23.95 | 9.93 | |
| Target Only2022.02 | 16.5 | 24.58 | 11.07 | |
| DASTNet w/o DADomain Adaptation=false2022.02 | 16.51 | 24.5 | 10.55 | |
| GRU2022.02 | 16.69 | 24.72 | 11.05 | |
| AGCRN2022.02 | 18.5 | 30.76 | 10.77 | |
| STGODE2022.02 | 20.42 | 37.92 | 17.82 | |
| DCRNN2022.02 | 20.61 | 29.03 | 20.36 | |
| TGCN2022.02 | 20.65 | 28.77 | 15.06 | |
| HA2022.02 | 23.12 | 33.03 | 14.61 | |
| STGCN2022.02 | 25.9 | 35.58 | 18.91 | |
| SVR2022.02 | 37.63 | 46.59 | 20.79 | |
| GCN2022.02 | 64.63 | 87.3 | 90.32 |