Time Series Forecasting on Electricity 100% (test)
0.33MSED³VAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| D³VAEInput/Output Length=162023.01 | 0.33 | 0.445 | |
| D³VAEInput/Output Length=322023.01 | 0.336 | 0.444 | |
| VAEInput/Output Length=162023.01 | 0.68 | 0.675 | |
| VAEInput/Output Length=322023.01 | 0.727 | 0.692 | |
| f-VAEInput/Output Length=322023.01 | 0.748 | 0.703 | |
| f-VAEInput/Output Length=162023.01 | 0.765 | 0.71 | |
| β-TCVAEInput/Output Length=162023.01 | 0.801 | 0.723 | |
| β-TCVAEInput/Output Length=322023.01 | 0.802 | 0.724 | |
| NVAEInput/Output Length=322023.01 | 1.403 | 0.997 | |
| NVAEInput/Output Length=162023.01 | 1.408 | 0.999 | |
| TimeGradInput/Output Length=322023.01 | 30.94 | 2.476 | |
| GP-copulaInput/Output Length=322023.01 | 32.13 | 2.591 | |
| DeepARInput/Output Length=162023.01 | 33.93 | 2.65 | |
| DeepARInput/Output Length=322023.01 | 46.1 | 2.741 | |
| TimeGradInput/Output Length=162023.01 | 46.69 | 2.702 | |
| GP-copulaInput/Output Length=162023.01 | 50.25 | 2.796 |