Traffic Forecasting on PEMS08 48-step horizon
27.49RMSEVisiFold
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VisiFoldHorizon=48 Time Steps2026.03 | 27.49 | 16.35 | 10.98 | |
| STAEformerHorizon=48 Time Steps2026.03 | 27.89 | 16.9 | 11.54 | |
| STIDHorizon=48 Time Steps2026.03 | 28.06 | 17 | 11.67 | |
| STDNHorizon=48 Time Steps2026.03 | 28.32 | 16.5 | 11.97 | |
| SSTBANHorizon=48 Time Steps2026.03 | 28.82 | 16.94 | 12.47 | |
| DMSTGCNHorizon=48 Time Steps2026.03 | 28.94 | 18.34 | 12.93 | |
| AGCRNHorizon=48 Time Steps2026.03 | 31.11 | 19.46 | 12.88 | |
| GWNetHorizon=48 Time Steps2026.03 | 34.2 | 22.6 | 14.16 | |
| STPGNNHorizon=48 Time Steps2026.03 | 42.64 | 28.01 | 20.66 | |
| DCRNNHorizon=48 Time Steps2026.03 | 45.64 | 30.47 | 25.1 | |
| GMANHorizon=48 Time Steps2026.03 | 48.54 | 18.7 | 16.81 | |
| VARHorizon=48 Time Steps2026.03 | 52.14 | 34.51 | 25.28 | |
| HAHorizon=48 Time Steps2026.03 | 111.85 | 81.51 | 61.29 |