Short-term electricity price forecasting on NP
0.236MSETimeXer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeXerInput length=168, Predict length=242024.02 | 0.236 | 0.268 | |
| CrossformerInput length=168, Predict length=242024.02 | 0.24 | 0.285 | |
| TimesNetInput length=168, Predict length=242024.02 | 0.25 | 0.289 | |
| iTransformerInput length=168, Predict length=242024.02 | 0.265 | 0.3 | |
| PatchTSTInput length=168, Predict length=242024.02 | 0.267 | 0.284 | |
| DLinearInput length=168, Predict length=242024.02 | 0.309 | 0.321 | |
| RLinearInput length=168, Predict length=242024.02 | 0.335 | 0.34 | |
| TiDEInput length=168, Predict length=242024.02 | 0.335 | 0.34 | |
| SCINetInput length=168, Predict length=242024.02 | 0.373 | 0.368 | |
| AutoformerInput length=168, Predict length=242024.02 | 0.402 | 0.398 |