Time Series Forecasting on pems03 (test)
0.198MSEiTransformer
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| iTransformerVariant=BSA2024.10 | 0.198 | — | — | — | — | — | 0.298 | |
| CrossformerVariant=BSA2024.10 | 0.201 | — | — | — | — | — | 0.29 | |
| CrossformerVariant=base2024.10 | 0.212 | — | — | — | — | — | 0.299 | |
| FreTSVariant=BSA2024.10 | 0.229 | — | — | — | — | — | 0.324 | |
| TimesNetVariant=base2024.10 | 0.232 | — | — | — | — | — | 0.311 | |
| TimesNetVariant=BSA2024.10 | 0.234 | — | — | — | — | — | 0.314 | |
| PatchTSTVariant=BSA2024.10 | 0.244 | — | — | — | — | — | 0.341 | |
| FreTSVariant=base2024.10 | 0.259 | — | — | — | — | — | 0.354 | |
| iTransformerVariant=base2024.10 | 0.262 | — | — | — | — | — | 0.345 | |
| PatchTSTVariant=base2024.10 | 0.361 | — | — | — | — | — | 0.413 | |
| DLinearVariant=BSA2024.10 | 0.384 | — | — | — | — | — | 0.464 | |
| DLinearVariant=base2024.10 | 0.436 | — | — | — | — | — | 0.502 | |
| RLinearVariant=BSA2024.10 | 0.674 | — | — | — | — | — | 0.607 | |
| RLinearVariant=base2024.10 | 0.992 | — | — | — | — | — | 0.74 |