Forecasting on SD
0.1225WAPECPiRi
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CPiRiParadigm=CI+CD2026.01 | 0.1225 | 0.11 | |
| iTransformerParadigm=CD trained with channel shuffling2026.01 | 0.124 | 0.17 | |
| iTransformerParadigm=CD trained with fixed channel order2026.01 | 0.1245 | 0.11 | |
| iTransformerParadigm=CD tested with channel shuffling2026.01 | 0.1245 | 0.19 | |
| CrossformerParadigm=CD trained with fixed channel order2026.01 | 0.125 | 0.11 | |
| CrossformerParadigm=CD tested with channel shuffling2026.01 | 0.125 | 0.2 | |
| STIDParadigm=CD trained with fixed channel order2026.01 | 0.1251 | 0.11 | |
| STIDParadigm=CD tested with channel shuffling2026.01 | 0.1251 | 0.2 | |
| CrossformerParadigm=CD trained with channel shuffling2026.01 | 0.1285 | 0.18 | |
| STIDParadigm=CD trained with channel shuffling2026.01 | 0.1298 | 0.18 | |
| PatchTSTParadigm=CI2026.01 | 0.1341 | 0.12 | |
| TimeXerParadigm=CD trained with fixed channel order2026.01 | 0.1443 | 0.13 | |
| TimeXerParadigm=CD trained with channel shuffling2026.01 | 0.1477 | 0.21 | |
| InformerParadigm=CD trained with channel shuffling2026.01 | 0.1738 | 0.28 | |
| TimeXerParadigm=CD tested with channel shuffling2026.01 | 0.1846 | 0.29 | |
| DlinearParadigm=CI2026.01 | 0.1946 | 0.16 | |
| CrossGNNParadigm=CD trained with channel shuffling2026.01 | 0.1949 | 0.28 | |
| CrossGNNParadigm=CD trained with fixed channel order2026.01 | 0.1951 | 0.17 | |
| CrossGNNParadigm=CD tested with channel shuffling2026.01 | 0.1951 | 0.3 | |
| InformerParadigm=CD trained with fixed channel order2026.01 | 0.1955 | 0.17 | |
| InformerParadigm=CD tested with channel shuffling2026.01 | 0.1955 | 0.35 | |
| Chronos-BoltParadigm=CI2026.01 | 0.1971 | — | |
| SundialParadigm=CI2026.01 | 0.244 | — | |
| Timer-XLParadigm=CD trained with fixed channel order2026.01 | 0.4607 | — |