Traffic Forecasting on PEMS08 24-step horizon
25.31RMSEVisiFold
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VisiFoldHorizon=24 Time Steps2026.03 | 25.31 | 14.73 | 9.84 | |
| STIDHorizon=24 Time Steps2026.03 | 25.67 | 15.5 | 10.41 | |
| STAEformerHorizon=24 Time Steps2026.03 | 25.97 | 15.63 | 10.58 | |
| SSTBANHorizon=24 Time Steps2026.03 | 26.32 | 15.97 | 12.29 | |
| DMSTGCNHorizon=24 Time Steps2026.03 | 26.55 | 16.75 | 11.44 | |
| STDNHorizon=24 Time Steps2026.03 | 26.6 | 15.54 | 11.99 | |
| AGCRNHorizon=24 Time Steps2026.03 | 28.05 | 17.45 | 11.25 | |
| GWNetHorizon=24 Time Steps2026.03 | 29.47 | 19.07 | 12.25 | |
| DCRNNHorizon=24 Time Steps2026.03 | 33.34 | 22.6 | 15.46 | |
| GMANHorizon=24 Time Steps2026.03 | 34.29 | 17.38 | 15.66 | |
| STPGNNHorizon=24 Time Steps2026.03 | 38.98 | 25.59 | 16.29 | |
| VARHorizon=24 Time Steps2026.03 | 44.47 | 28.31 | 19.53 | |
| HAHorizon=24 Time Steps2026.03 | 69.72 | 48.3 | 32.09 |