Multivariate Time Series Forecasting on PEMS-04 (BasicTS+ split protocol)
11.67WAPE (%)CPiRi
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CPiRiParadigm=CI+CD, Pre-trained Weights=false2026.01 | 11.67 | 23.96 | |
| STIDParadigm=CD, Pre-trained Weights=false2026.01 | 12.43 | 25.65 | |
| iTransformerParadigm=CD, Pre-trained Weights=false2026.01 | 12.99 | 26.79 | |
| CrossformerParadigm=CD, Pre-trained Weights=false2026.01 | 13.28 | 27.3 | |
| InformerParadigm=CD, Pre-trained Weights=false2026.01 | 13.57 | 27.88 | |
| PatchTSTParadigm=CI, Pre-trained Weights=false2026.01 | 15.54 | 32.32 | |
| TimeXerParadigm=CD, Pre-trained Weights=false2026.01 | 16.43 | 34.16 | |
| DLinearParadigm=CI, Pre-trained Weights=false2026.01 | 17.77 | 36.92 | |
| CrossGNNParadigm=CD, Pre-trained Weights=false2026.01 | 17.9 | 37.16 | |
| SundialParadigm=CI, Pre-trained Weights=true2026.01 | 18.77 | 36.44 | |
| Chronos-BoltParadigm=CI, Pre-trained Weights=true2026.01 | 34.48 | 73.97 | |
| Timer-XLParadigm=CD, Pre-trained Weights=true2026.01 | 36.33 | 77.05 |