Time series forecasting on solar (test)
0.358CRPSRSGLS-ISSM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RSGLS-ISSM2021.10 | 0.358 | — | — | |
| ARSGLS2021.10 | 0.371 | — | — | |
| DeepState2021.10 | 0.379 | — | — | |
| KVAE-MCsampling=Monte-Carlo2021.10 | 0.389 | — | — | |
| RealDownstream Forecaster=DeepAR2023.07 | 0.389 | — | — | |
| KVAE-RBsampling=Rao-Blackwellized2021.10 | 0.393 | — | — | |
| RED-SDS2021.10 | 0.419 | — | — | |
| RealDownstream Forecaster=Transformer2023.07 | 0.419 | — | — | |
| DeepAR2021.10 | 0.44 | — | — | |
| TSDiffDownstream Forecaster=Transformer2023.07 | 0.457 | — | — | |
| TSDiffDownstream Forecaster=DeepAR2023.07 | 0.478 | — | — | |
| TimeVAEDownstream Forecaster=DeepAR2023.07 | 0.493 | — | — | |
| TimeVAEDownstream Forecaster=Transformer2023.07 | 0.52 | — | — | |
| RealDownstream Forecaster=Linear (LPS)2023.07 | 0.569 | — | — | |
| TSDiffDownstream Forecaster=Linear (LPS)2023.07 | 0.581 | — | — | |
| TimeVAEDownstream Forecaster=Linear (LPS)2023.07 | 0.933 | — | — | |
| TimeGANDownstream Forecaster=Transformer2023.07 | 0.972 | — | — | |
| TimeGANDownstream Forecaster=DeepAR2023.07 | 0.976 | — | — | |
| TimeGANDownstream Forecaster=Linear (LPS)2023.07 | 1.14 | — | — |