Time Series Forecasting on Synthetic D1 (test)
0.512MSED³VAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| D³VAEPrediction Horizon (ly)=82023.01 | 0.512 | 0.585 | |
| D³VAEPrediction Horizon (ly)=162023.01 | 0.571 | 0.625 | |
| β-TCVAEPrediction Horizon (ly)=82023.01 | 0.631 | 0.658 | |
| β-TCVAEPrediction Horizon (ly)=162023.01 | 0.758 | 0.747 | |
| f-VAEPrediction Horizon (ly)=82023.01 | 0.854 | 0.745 | |
| VAEPrediction Horizon (ly)=162023.01 | 0.908 | 0.765 | |
| DeepARPrediction Horizon (ly)=162023.01 | 0.911 | 0.699 | |
| VAEPrediction Horizon (ly)=82023.01 | 0.912 | 0.786 | |
| GP-copulaPrediction Horizon (ly)=162023.01 | 0.915 | 0.704 | |
| TimeGradPrediction Horizon (ly)=162023.01 | 0.945 | 0.709 | |
| TimeGradPrediction Horizon (ly)=82023.01 | 0.966 | 0.698 | |
| f-VAEPrediction Horizon (ly)=162023.01 | 1.046 | 0.835 | |
| DeepARPrediction Horizon (ly)=82023.01 | 1.153 | 0.758 | |
| NVAEPrediction Horizon (ly)=162023.01 | 1.184 | 0.897 | |
| NVAEPrediction Horizon (ly)=82023.01 | 1.201 | 0.905 | |
| GP-copulaPrediction Horizon (ly)=82023.01 | 1.202 | 0.773 |