Time Series Forecasting on Wind Power (test)
0.062MSEPathformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PathformerPrediction Length=962024.02 | 0.062 | 0.146 | |
| PatchTSTPrediction Length=962024.02 | 0.07 | 0.158 | |
| DLinearPrediction Length=962024.02 | 0.078 | 0.184 | |
| ScaleformerPrediction Length=962024.02 | 0.089 | 0.167 | |
| PathformerPrediction Length=1922024.02 | 0.123 | 0.214 | |
| PatchTSTPrediction Length=1922024.02 | 0.131 | 0.237 | |
| DLinearPrediction Length=1922024.02 | 0.133 | 0.252 | |
| ScaleformerPrediction Length=1922024.02 | 0.163 | 0.246 | |
| PathformerPrediction Length=3362024.02 | 0.2 | 0.283 | |
| DLinearPrediction Length=3362024.02 | 0.205 | 0.325 | |
| PatchTSTPrediction Length=3362024.02 | 0.215 | 0.307 | |
| ScaleformerPrediction Length=3362024.02 | 0.225 | 0.352 | |
| PathformerPrediction Length=7202024.02 | 0.388 | 0.414 | |
| PatchTSTPrediction Length=7202024.02 | 0.404 | 0.429 | |
| DLinearPrediction Length=7202024.02 | 0.407 | 0.457 | |
| ScaleformerPrediction Length=7202024.02 | 0.414 | 0.426 |