Time Series Forecasting on Wind (test)
0.681MSED³VAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| D³VAEPrediction Length (l_y)=82023.01 | 0.681 | 0.596 | |
| B-TCVAEPrediction Length (l_y)=162023.01 | 0.894 | 0.785 | |
| D³VAEPrediction Length (l_y)=162023.01 | 1.033 | 0.757 | |
| VAEPrediction Length (l_y)=162023.01 | 1.138 | 0.862 | |
| f-VAEPrediction Length (l_y)=162023.01 | 1.262 | 0.843 | |
| B-TCVAEPrediction Length (l_y)=82023.01 | 1.321 | 0.863 | |
| NVAEPrediction Length (l_y)=82023.01 | 1.854 | 1.223 | |
| f-VAEPrediction Length (l_y)=82023.01 | 1.942 | 1.067 | |
| NVAEPrediction Length (l_y)=162023.01 | 1.955 | 1.247 | |
| VAEPrediction Length (l_y)=82023.01 | 2.006 | 1.103 | |
| GP-copulaPrediction Length (l_y)=82023.01 | 11.35 | 1.305 | |
| DeepARPrediction Length (l_y)=82023.01 | 12.53 | 1.37 | |
| TimeGradPrediction Length (l_y)=82023.01 | 12.67 | 1.44 | |
| TimeGradPrediction Length (l_y)=162023.01 | 12.86 | 1.24 | |
| GP-copulaPrediction Length (l_y)=162023.01 | 13.79 | 1.261 | |
| DeepARPrediction Length (l_y)=162023.01 | 13.96 | 1.347 |