Time series forecasting on wiki (test)
0.214CRPSReal
Evaluation Results
| Method | Links | |
|---|---|---|
| RealDownstream Forecaster=Transformer2023.07 | 0.214 | |
| TSDiffDownstream Forecaster=DeepAR2023.07 | 0.222 | |
| RealDownstream Forecaster=DeepAR2023.07 | 0.231 | |
| TSDiffDownstream Forecaster=Transformer2023.07 | 0.239 | |
| ARSGLS2021.10 | 0.283 | |
| TimeGANDownstream Forecaster=Transformer2023.07 | 0.314 | |
| KVAE-RBsampling=Rao-Blackwellized2021.10 | 0.317 | |
| RED-SDS2021.10 | 0.318 | |
| TimeGANDownstream Forecaster=DeepAR2023.07 | 0.322 | |
| DeepState2021.10 | 0.338 | |
| KVAE-MCsampling=Monte-Carlo2021.10 | 0.341 | |
| RSGLS-ISSM2021.10 | 0.345 | |
| TSDiffDownstream Forecaster=Linear (LPS)2023.07 | 0.392 | |
| TimeGANDownstream Forecaster=Linear (LPS)2023.07 | 0.421 | |
| TimeVAEDownstream Forecaster=DeepAR2023.07 | 0.44 | |
| TimeVAEDownstream Forecaster=Transformer2023.07 | 0.451 | |
| TimeVAEDownstream Forecaster=Linear (LPS)2023.07 | 0.643 | |
| DeepAR2021.10 | 0.855 | |
| RealDownstream Forecaster=Linear (LPS)2023.07 | 1.624 |