Traffic Speed Prediction on METR-LA Horizon 12 (test)
3.44MAEGMAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GMAN2021.04 | 3.44 | 7.35 | 0.1007 | |
| DGCRN2021.04 | 3.44 | 7.19 | 0.0973 | |
| MTGNN2021.04 | 3.49 | 7.23 | 0.0987 | |
| Graph WaveNet2021.04 | 3.53 | 7.37 | 0.1001 | |
| ST-MetaNet2021.04 | 3.59 | 7.52 | 0.1063 | |
| DCRNN2021.04 | 3.6 | 7.6 | 0.105 | |
| AGCRN2021.04 | 3.62 | 7.51 | 0.1038 | |
| HA2021.04 | 4.16 | 7.8 | 0.13 | |
| FC-LSTM2021.04 | 4.37 | 8.69 | 0.132 | |
| FNN2021.04 | 4.49 | 8.69 | 0.14 | |
| STGCN2021.04 | 4.59 | 9.4 | 0.127 | |
| STSGCN2021.04 | 5.06 | 11.66 | 0.1291 | |
| ASTGCN2021.04 | 6.51 | 12.52 | 0.1164 | |
| VAR2021.04 | 6.52 | 10.11 | 0.158 | |
| SVR2021.04 | 6.72 | 13.76 | 0.167 | |
| ARIMAkal2021.04 | 6.9 | 13.23 | 0.174 |