Spatio-Temporal Forecasting on PEMS08 N=170, C=3 (test)
5.64MAEDouble-Diffusion
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Double-DiffusionModel Type=Probabilistic2025.06 | 5.64 | 14.41 | 4.46 | |
| CSDIModel Type=Probabilistic2025.06 | 5.67 | 14.48 | 4.55 | |
| DiffSTGModel Type=Probabilistic2025.06 | 6.03 | 15.13 | 4.8 | |
| GMANModel Type=Deterministic2025.06 | 6.25 | 15.56 | — | |
| GMSDRModel Type=Deterministic2025.06 | 6.41 | 15.64 | — | |
| DeepARModel Type=Probabilistic2025.06 | 8.67 | 22.24 | 7.19 | |
| DLinearModel Type=Deterministic2025.06 | 9.24 | 22.09 | — | |
| STGCNModel Type=Deterministic2025.06 | 9.76 | 24.02 | — | |
| MC DropoutModel Type=Probabilistic2025.06 | 11.62 | 26.52 | 9.38 |