Photovoltaic Power Forecasting on PVPF Task 1 (DQH-24)
94.887MAEAutoPV
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoPVPrediction length=24, Input sequence length=962024.08 | 94.887 | 20.6 | |
| TSMixerPrediction length=24, Input sequence length=962024.08 | 98.98 | 19.6 | |
| DLinearPrediction length=24, Input sequence length=962024.08 | 100.289 | 26.8 | |
| MLPPrediction length=24, Input sequence length=962024.08 | 105.954 | 20.9 | |
| PatchTSTPrediction length=24, Input sequence length=962024.08 | 106.689 | 24.3 | |
| TimesNetPrediction length=24, Input sequence length=962024.08 | 108.891 | 27 | |
| CNNPrediction length=24, Input sequence length=962024.08 | 109.66 | 21.3 | |
| LSTMPrediction length=24, Input sequence length=962024.08 | 109.887 | 22.1 | |
| TransformerPrediction length=24, Input sequence length=962024.08 | 110.051 | 22.9 | |
| iTransformerPrediction length=24, Input sequence length=962024.08 | 111.457 | 24.8 | |
| FEDformerPrediction length=24, Input sequence length=962024.08 | 113.124 | 20.2 | |
| InformerPrediction length=24, Input sequence length=962024.08 | 117.671 | 25.8 | |
| AutoformerPrediction length=24, Input sequence length=962024.08 | 126.347 | 24.8 | |
| TCNPrediction length=24, Input sequence length=962024.08 | 155.708 | 26 |