Traffic Forecasting on PEMS04 48-step horizon
33.23RMSEVisiFold
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VisiFoldHorizon=48 Time Steps2026.03 | 33.23 | 20.27 | 13.35 | |
| STIDHorizon=48 Time Steps2026.03 | 33.95 | 21.09 | 14.59 | |
| STAEformerHorizon=48 Time Steps2026.03 | 34.56 | 21.18 | 13.78 | |
| DMSTGCNHorizon=48 Time Steps2026.03 | 35.05 | 22.5 | 16.56 | |
| STDNHorizon=48 Time Steps2026.03 | 35.31 | 21.28 | 14.02 | |
| SSTBANHorizon=48 Time Steps2026.03 | 35.51 | 21.66 | 15.9 | |
| AGCRNHorizon=48 Time Steps2026.03 | 38.26 | 24.18 | 16.31 | |
| GWNetHorizon=48 Time Steps2026.03 | 40.6 | 26.42 | 18.99 | |
| GMANHorizon=48 Time Steps2026.03 | 47.85 | 23.35 | 17.98 | |
| VARHorizon=48 Time Steps2026.03 | 49.46 | 33.5 | 27.28 | |
| DCRNNHorizon=48 Time Steps2026.03 | 57.85 | 38.26 | 33.73 | |
| STPGNNHorizon=48 Time Steps2026.03 | 59.69 | 40.23 | 30.29 | |
| HAHorizon=48 Time Steps2026.03 | 127.28 | 93.37 | 94.62 |