Multivariate Time Series Forecasting on PEMS-08 BasicTS+ split protocol
9.43WAPECPiRi
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CPiRiParadigm=CI+CD, Pre-trained Weights=false2026.01 | 9.43 | 17.46 | |
| iTransformerParadigm=CD, Pre-trained Weights=false2026.01 | 10.7 | 20.17 | |
| STIDParadigm=CD, Pre-trained Weights=false2026.01 | 10.9 | 20.6 | |
| CrossformerParadigm=CD, Pre-trained Weights=false2026.01 | 11.43 | 22.03 | |
| PatchTSTParadigm=CI, Pre-trained Weights=false2026.01 | 12.37 | 23.83 | |
| InformerParadigm=CD, Pre-trained Weights=false2026.01 | 13.02 | 27.36 | |
| TimeXerParadigm=CD, Pre-trained Weights=false2026.01 | 16.02 | 31.66 | |
| DLinearParadigm=CI, Pre-trained Weights=false2026.01 | 16.5 | 33.42 | |
| CrossGNNParadigm=CD, Pre-trained Weights=false2026.01 | 16.83 | 33.81 | |
| SundialParadigm=CI, Pre-trained Weights=true2026.01 | 22.69 | 30.05 | |
| Timer-XLParadigm=CD, Pre-trained Weights=true2026.01 | 31.52 | 68.07 | |
| Chronos-BoltParadigm=CI, Pre-trained Weights=true2026.01 | 32.83 | 71.76 |