Photovoltaic Power Forecasting on PVPF Task 1 (DQH-72)
105.084MAEAutoPV
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoPVPrediction length=722024.08 | 105.084 | 19.9 | |
| TSMixerPrediction length=722024.08 | 106.23 | 19.3 | |
| TransformerPrediction length=722024.08 | 107.583 | 23.4 | |
| DLinearPrediction length=722024.08 | 107.764 | 26.4 | |
| PatchTSTPrediction length=722024.08 | 108.26 | 21.9 | |
| CNNPrediction length=722024.08 | 110.886 | 21.8 | |
| MLPPrediction length=722024.08 | 112.153 | 21.2 | |
| TimesNetPrediction length=722024.08 | 113.144 | 26.1 | |
| iTransformerPrediction length=722024.08 | 113.158 | 22.5 | |
| LSTMPrediction length=722024.08 | 116.816 | 24 | |
| FEDformerPrediction length=722024.08 | 119.534 | 19.1 | |
| InformerPrediction length=722024.08 | 126.003 | 29.3 | |
| AutoformerPrediction length=722024.08 | 128.12 | 23.1 | |
| TCNPrediction length=722024.08 | 170.357 | 31.3 |