Short-term electricity price forecasting on PJM
0.093MSETimeXer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeXerInput length=168, Predict length=242024.02 | 0.093 | 0.192 | |
| iTransformerInput length=168, Predict length=242024.02 | 0.097 | 0.197 | |
| TimesNetInput length=168, Predict length=242024.02 | 0.097 | 0.195 | |
| CrossformerInput length=168, Predict length=242024.02 | 0.101 | 0.199 | |
| PatchTSTInput length=168, Predict length=242024.02 | 0.106 | 0.209 | |
| DLinearInput length=168, Predict length=242024.02 | 0.108 | 0.215 | |
| RLinearInput length=168, Predict length=242024.02 | 0.124 | 0.229 | |
| TiDEInput length=168, Predict length=242024.02 | 0.124 | 0.228 | |
| SCINetInput length=168, Predict length=242024.02 | 0.143 | 0.259 | |
| AutoformerInput length=168, Predict length=242024.02 | 0.168 | 0.267 |