Spatio-Temporal Forecasting on PEMS04 N=307, C=3 (test)
7.22MAEDouble-Diffusion
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Double-DiffusionModel Type=Probabilistic2025.06 | 7.22 | 18.74 | 5.71 | |
| CSDIModel Type=Probabilistic2025.06 | 7.58 | 19.5 | 6.02 | |
| DiffSTGModel Type=Probabilistic2025.06 | 7.7 | 19.55 | 6.07 | |
| GMANModel Type=Deterministic2025.06 | 7.73 | 19.37 | — | |
| GMSDRModel Type=Deterministic2025.06 | 7.8 | 19.42 | — | |
| DeepARModel Type=Probabilistic2025.06 | 9.43 | 24.48 | 7.69 | |
| STGCNModel Type=Deterministic2025.06 | 11.11 | 26.82 | — | |
| DLinearModel Type=Deterministic2025.06 | 11.19 | 26.89 | — | |
| MC DropoutModel Type=Probabilistic2025.06 | 13.23 | 30.6 | 10.77 |