Traffic Forecasting on PEMS04 36-step horizon
32.52RMSEVisiFold
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VisiFoldHorizon=36 Time Steps2026.03 | 32.52 | 19.78 | 12.92 | |
| STIDHorizon=36 Time Steps2026.03 | 32.84 | 20.32 | 14.12 | |
| STAEformerHorizon=36 Time Steps2026.03 | 32.84 | 20.07 | 12.94 | |
| SSTBANHorizon=36 Time Steps2026.03 | 34.15 | 20.82 | 14.83 | |
| DMSTGCNHorizon=36 Time Steps2026.03 | 34.86 | 22.47 | 15.86 | |
| STDNHorizon=36 Time Steps2026.03 | 36.29 | 20.52 | 13.72 | |
| GWNetHorizon=36 Time Steps2026.03 | 38.17 | 24.71 | 17.67 | |
| AGCRNHorizon=36 Time Steps2026.03 | 38.19 | 24.15 | 16.33 | |
| VARHorizon=36 Time Steps2026.03 | 45.44 | 30.48 | 24.51 | |
| DCRNNHorizon=36 Time Steps2026.03 | 51.4 | 33.78 | 27.1 | |
| STPGNNHorizon=36 Time Steps2026.03 | 52.78 | 34.61 | 24.05 | |
| GMANHorizon=36 Time Steps2026.03 | 52.86 | 22.12 | 16.43 | |
| HAHorizon=36 Time Steps2026.03 | 106.58 | 76.01 | 68.84 |