Traffic Forecasting on PEMS-04 Long-term (24 -> 24avg)
31.36RMSEVisiFold
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VisiFoldHorizon=24 Time Steps2026.03 | 31.36 | 19.07 | 12.44 | |
| STIDHorizon=24 Time Steps2026.03 | 31.57 | 19.48 | 13.28 | |
| STAEformerHorizon=24 Time Steps2026.03 | 31.71 | 19.41 | 12.68 | |
| DMSTGCNHorizon=24 Time Steps2026.03 | 32.09 | 20.32 | 14.13 | |
| STDNHorizon=24 Time Steps2026.03 | 32.75 | 19.83 | 13.7 | |
| SSTBANHorizon=24 Time Steps2026.03 | 32.82 | 20.17 | 14.43 | |
| AGCRNHorizon=24 Time Steps2026.03 | 34.44 | 21.63 | 14.65 | |
| GWNetHorizon=24 Time Steps2026.03 | 35.52 | 22.79 | 16.04 | |
| GMANHorizon=24 Time Steps2026.03 | 38.1 | 21.67 | 17.78 | |
| VARHorizon=24 Time Steps2026.03 | 41.09 | 27.19 | 21.42 | |
| DCRNNHorizon=24 Time Steps2026.03 | 42.86 | 28.7 | 21.23 | |
| STPGNNHorizon=24 Time Steps2026.03 | 47.03 | 31.13 | 22.61 | |
| HAHorizon=24 Time Steps2026.03 | 81.57 | 56.47 | 45.49 |