Photovoltaic Power Forecasting on PVPF Task 2 (DQH-24 One Day) v1 (test)
54.607MAEAutoPV
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoPVInput sequence length=96, Future weather information=true2024.08 | 54.607 | 13.5 | |
| LSTMInput sequence length=96, Future weather information=true2024.08 | 56.689 | 13.9 | |
| CNNInput sequence length=96, Future weather information=true2024.08 | 61.296 | 14.8 | |
| TSMixerInput sequence length=96, Future weather information=true2024.08 | 63.341 | 14.5 | |
| MLPInput sequence length=96, Future weather information=true2024.08 | 63.7 | 14.7 | |
| TimesNetInput sequence length=96, Labeled sequence length=48, Future weather information=true2024.08 | 65.703 | 16.7 | |
| iTransformerInput sequence length=96, Labeled sequence length=48, Future weather information=true2024.08 | 69.644 | 17 | |
| TransformerInput sequence length=96, Labeled sequence length=48, Future weather information=true2024.08 | 71.331 | 18 | |
| InformerInput sequence length=96, Labeled sequence length=48, Future weather information=true2024.08 | 76.643 | 20.2 | |
| FEDformerInput sequence length=96, Labeled sequence length=48, Future weather information=true2024.08 | 83.332 | 16.7 | |
| TCNInput sequence length=96, Future weather information=true2024.08 | 91.892 | 18.2 | |
| AutoformerInput sequence length=96, Labeled sequence length=48, Future weather information=true2024.08 | 96.632 | 24.8 | |
| DLinearInput sequence length=96, Future weather information=true2024.08 | 100.199 | 26.8 | |
| PatchTSTInput sequence length=96, Labeled sequence length=48, Future weather information=true2024.08 | 102.964 | 22.7 |