Traffic speed prediction on PEMS-BAY Horizon 3 (test)
1.28MAEDGCRN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DGCRN2021.04 | 1.28 | 2.69 | 2.66 | |
| Graph WaveNet2021.04 | 1.3 | 2.74 | 2.73 | |
| MTGNN2021.04 | 1.32 | 2.79 | 2.77 | |
| GMAN2021.04 | 1.34 | 2.91 | 2.86 | |
| STGCN2021.04 | 1.36 | 2.96 | 2.9 | |
| ST-MetaNet2021.04 | 1.36 | 2.9 | 2.82 | |
| AGCRN2021.04 | 1.37 | 2.87 | 2.94 | |
| DCRNN2021.04 | 1.38 | 2.95 | 2.9 | |
| STSGCN2021.04 | 1.44 | 3.01 | 3.04 | |
| ASTGCN2021.04 | 1.52 | 3.13 | 3.22 | |
| ARIMAkal2021.04 | 1.62 | 3.3 | 3.5 | |
| VAR2021.04 | 1.74 | 3.16 | 3.6 | |
| SVR2021.04 | 1.85 | 3.59 | 3.8 | |
| FC-LSTM2021.04 | 2.05 | 4.19 | 4.8 | |
| FNN2021.04 | 2.2 | 4.42 | 5.19 | |
| HA2021.04 | 2.88 | 5.59 | 6.8 |