Photovoltaic Power Forecasting on PVPF Task 1 (DQH-168)
100.508MAEAutoPV
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoPVPrediction length=1682024.08 | 100.508 | 18 | |
| CNNPrediction length=1682024.08 | 101.103 | 18.3 | |
| DLinearPrediction length=1682024.08 | 102.819 | 22.3 | |
| TSMixerPrediction length=1682024.08 | 107.009 | 18.6 | |
| MLPPrediction length=1682024.08 | 107.169 | 19.2 | |
| TransformerPrediction length=1682024.08 | 107.845 | 22.9 | |
| PatchTSTPrediction length=1682024.08 | 108.75 | 22 | |
| iTransformerPrediction length=1682024.08 | 109.275 | 19.8 | |
| LSTMPrediction length=1682024.08 | 112.305 | 21.2 | |
| TimesNetPrediction length=1682024.08 | 113.493 | 25.6 | |
| FEDformerPrediction length=1682024.08 | 117.769 | 18.2 | |
| AutoformerPrediction length=1682024.08 | 126.358 | 21.9 | |
| InformerPrediction length=1682024.08 | 176.166 | 54.6 | |
| TCNPrediction length=1682024.08 | 194.609 | 31.2 |