Traffic Flow Forecasting on PeMS04 (60min horizon)
22.82MAEDASTNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DASTNet2022.02 | 22.82 | 33.77 | 16.1 | |
| DASTNet w/o PRIPrior Knowledge=false2022.02 | 22.96 | 34.02 | 16.51 | |
| DASTNet w/o DADomain Adaptation=false2022.02 | 23.84 | 35.21 | 17.03 | |
| Target Only2022.02 | 24.59 | 36.31 | 17.45 | |
| Temporal Forecaster2022.02 | 25.88 | 38.33 | 17.84 | |
| GRU2022.02 | 26.25 | 38.87 | 18.66 | |
| TGCN2022.02 | 27.16 | 38.76 | 20.84 | |
| STGODE2022.02 | 27.24 | 41.05 | 23.86 | |
| SVR2022.02 | 29.24 | 41.14 | 23.46 | |
| AGCRN2022.02 | 30.06 | 52.19 | 16.67 | |
| DCRNN2022.02 | 33.79 | 46.7 | 29.68 | |
| STGCN2022.02 | 35.55 | 49.12 | 37.74 | |
| HA2022.02 | 38.52 | 54.45 | 28.48 | |
| GCN2022.02 | 51.63 | 72.65 | 44.03 |