Traffic speed prediction on PEMS-BAY Horizon 12 (test)
1.86MAEGMAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GMAN2021.04 | 1.86 | 4.32 | 4.37 | |
| DGCRN2021.04 | 1.89 | 4.42 | 4.43 | |
| MTGNN2021.04 | 1.94 | 4.49 | 4.53 | |
| Graph WaveNet2021.04 | 1.95 | 4.52 | 4.63 | |
| AGCRN2021.04 | 1.96 | 4.54 | 4.64 | |
| DCRNN2021.04 | 2.07 | 4.74 | 4.9 | |
| ST-MetaNet2021.04 | 2.2 | 5.06 | 5.45 | |
| STSGCN2021.04 | 2.26 | 5.21 | 5.4 | |
| FC-LSTM2021.04 | 2.37 | 4.96 | 5.7 | |
| FNN2021.04 | 2.46 | 4.98 | 5.89 | |
| STGCN2021.04 | 2.49 | 5.69 | 5.79 | |
| ASTGCN2021.04 | 2.61 | 5.42 | 6 | |
| HA2021.04 | 2.88 | 5.59 | 6.8 | |
| VAR2021.04 | 2.93 | 5.44 | 6.5 | |
| SVR2021.04 | 3.28 | 7.08 | 8 | |
| ARIMAkal2021.04 | 3.38 | 6.5 | 8.3 |