Short-term electricity price forecasting on DE
0.44MSETimeXer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeXerInput length=168, Predict length=242024.02 | 0.44 | 0.415 | |
| PatchTSTInput length=168, Predict length=242024.02 | 0.461 | 0.432 | |
| iTransformerInput length=168, Predict length=242024.02 | 0.479 | 0.443 | |
| TimesNetInput length=168, Predict length=242024.02 | 0.502 | 0.446 | |
| DLinearInput length=168, Predict length=242024.02 | 0.52 | 0.463 | |
| SCINetInput length=168, Predict length=242024.02 | 0.565 | 0.497 | |
| TiDEInput length=168, Predict length=242024.02 | 0.568 | 0.496 | |
| RLinearInput length=168, Predict length=242024.02 | 0.574 | 0.498 | |
| CrossformerInput length=168, Predict length=242024.02 | 0.574 | 0.43 | |
| AutoformerInput length=168, Predict length=242024.02 | 0.674 | 0.544 |