Traffic Flow Forecasting on PeMS07 15min horizon
20.91MAEDASTNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DASTNet2022.02 | 20.91 | 31.85 | 8.95 | |
| DASTNet w/o PRIPrior Knowledge=false2022.02 | 21.23 | 32.28 | 9.2 | |
| Target Only2022.02 | 21.71 | 32.93 | 9.41 | |
| DASTNet w/o DADomain Adaptation=false2022.02 | 21.8 | 33.09 | 9.45 | |
| STGODE2022.02 | 22.3 | 33.89 | 10.92 | |
| Temporal Forecaster2022.02 | 23.11 | 34.07 | 10.97 | |
| SVR2022.02 | 23.36 | 32.3 | 14.97 | |
| GRU2022.02 | 23.77 | 34.49 | 11.21 | |
| DCRNN2022.02 | 26.66 | 37.66 | 16.68 | |
| TGCN2022.02 | 30.18 | 42.11 | 15.74 | |
| HA2022.02 | 32.85 | 46.56 | 15.1 | |
| STGCN2022.02 | 34.14 | 48.58 | 19.67 | |
| AGCRN2022.02 | 35.16 | 64.08 | 11.88 | |
| GCN2022.02 | 50.81 | 71.67 | 36.47 |