Short-term forecasting on Electricity
0.05MAEFreTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FreTSInput length=12, Prediction length=122023.11 | 0.05 | 0.076 | |
| FEDformerInput length=12, Prediction length=122023.11 | 0.055 | 0.081 | |
| AutoformerInput length=12, Prediction length=122023.11 | 0.056 | 0.083 | |
| DeepGLOInput length=12, Prediction length=122023.11 | 0.057 | 0.083 | |
| StemGNNInput length=12, Prediction length=122023.11 | 0.07 | 0.101 | |
| AGCRNInput length=12, Prediction length=122023.11 | 0.074 | 0.116 | |
| TCNInput length=12, Prediction length=122023.11 | 0.075 | 0.138 | |
| MTGNNInput length=12, Prediction length=122023.11 | 0.077 | 0.113 | |
| ReformerInput length=12, Prediction length=122023.11 | 0.078 | 0.129 | |
| LSTNetInput length=12, Prediction length=122023.11 | 0.086 | 0.129 | |
| InformerInput length=12, Prediction length=122023.11 | 0.09 | 0.123 | |
| GraphWaveNetInput length=12, Prediction length=122023.11 | 0.094 | 0.14 | |
| SFMInput length=12, Prediction length=122023.11 | 0.095 | 0.135 | |
| VARInput length=12, Prediction length=122023.11 | 0.101 | 0.163 |