Multivariate Time Series Forecasting on ETT (test)
0.28MSEMinusformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MinusformerInput Length=336, Prediction Length=962024.02 | 0.28 | 0.336 | 4.72 | |
| MinusformerInput Length=96, Prediction Length=962024.02 | 0.289 | 0.34 | 2.64 | |
| iTransformerInput Length=96, Prediction Length=962024.02 | 0.297 | 0.349 | — | |
| PatchTSTInput Length=336, Prediction Length=962024.02 | 0.302 | 0.348 | — | |
| DLinearInput Length=336, Prediction Length=962024.02 | 0.333 | 0.387 | — | |
| TimesNetInput Length=96, Prediction Length=962024.02 | 0.34 | 0.374 | — | |
| AutoformerInput Length=96, Prediction Length=962024.02 | 0.346 | 0.388 | — | |
| FEDformerInput Length=96, Prediction Length=962024.02 | 0.358 | 0.397 | — | |
| SCINetInput Length=168, Prediction Length=962024.02 | 0.707 | 0.621 | — | |
| CrossformerInput Length=720, Prediction Length=962024.02 | 0.745 | 0.584 | — | |
| InformerInput Length=96, Prediction Length=962024.02 | 3.755 | 1.525 | — |