Photovoltaic Power Forecasting on PVPF Task 1 (DQH-48)
102.869MAEAutoPV
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoPVPrediction length=482024.08 | 102.869 | 17.9 | |
| TSMixerPrediction length=482024.08 | 104.834 | 19.5 | |
| DLinearPrediction length=482024.08 | 105.746 | 27 | |
| MLPPrediction length=482024.08 | 110.332 | 22 | |
| PatchTSTPrediction length=482024.08 | 110.472 | 25.8 | |
| CNNPrediction length=482024.08 | 110.795 | 21.4 | |
| TimesNetPrediction length=482024.08 | 111.237 | 25.9 | |
| LSTMPrediction length=482024.08 | 111.591 | 22.8 | |
| iTransformerPrediction length=482024.08 | 112.982 | 23.8 | |
| TransformerPrediction length=482024.08 | 114.694 | 25.8 | |
| FEDformerPrediction length=482024.08 | 118.267 | 19.8 | |
| AutoformerPrediction length=482024.08 | 121.435 | 22.2 | |
| InformerPrediction length=482024.08 | 123.558 | 25.7 | |
| TCNPrediction length=482024.08 | 163.646 | 30 |