Traffic Speed Prediction on PEMS-BAY Horizon 6 (test)
1.59MAEDGCRN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DGCRN2021.04 | 1.59 | 3.63 | 3.55 | |
| Graph WaveNet2021.04 | 1.63 | 3.7 | 3.67 | |
| GMAN2021.04 | 1.63 | 3.76 | 3.68 | |
| MTGNN2021.04 | 1.65 | 3.74 | 3.69 | |
| AGCRN2021.04 | 1.69 | 3.85 | 3.87 | |
| DCRNN2021.04 | 1.74 | 3.97 | 3.9 | |
| ST-MetaNet2021.04 | 1.76 | 4.02 | 4 | |
| STGCN2021.04 | 1.81 | 4.27 | 4.17 | |
| STSGCN2021.04 | 1.83 | 4.18 | 4.17 | |
| ASTGCN2021.04 | 2.01 | 4.27 | 4.48 | |
| FC-LSTM2021.04 | 2.2 | 4.55 | 5.2 | |
| FNN2021.04 | 2.3 | 4.63 | 5.43 | |
| VAR2021.04 | 2.32 | 4.25 | 5 | |
| ARIMAkal2021.04 | 2.33 | 4.76 | 5.4 | |
| SVR2021.04 | 2.48 | 5.18 | 5.5 | |
| HA2021.04 | 2.88 | 5.59 | 6.8 |