Photovoltaic Power Forecasting on PVPF Task 1 (DQH-336)
96.035MAEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerPrediction length=3362024.08 | 96.035 | 17.3 | |
| AutoPVPrediction length=3362024.08 | 102.287 | 23.2 | |
| PatchTSTPrediction length=3362024.08 | 102.828 | 19.6 | |
| DLinearPrediction length=3362024.08 | 107.077 | 24.6 | |
| TimesNetPrediction length=3362024.08 | 108.738 | 25.5 | |
| LSTMPrediction length=3362024.08 | 110.623 | 22 | |
| FEDformerPrediction length=3362024.08 | 110.853 | 20.1 | |
| CNNPrediction length=3362024.08 | 119.53 | 28.1 | |
| AutoformerPrediction length=3362024.08 | 123.926 | 23.6 | |
| MLPPrediction length=3362024.08 | 133.864 | 29.1 | |
| TSMixerPrediction length=3362024.08 | 136.102 | 29.2 | |
| InformerPrediction length=3362024.08 | 263.37 | 94.9 | |
| TransformerPrediction length=3362024.08 | 266.176 | 95.9 | |
| TCNPrediction length=3362024.08 | 313.508 | 35.1 |