Time Series Forecasting on M4 (test)
0.03CRPSTSDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TSDiffDownstream Forecaster=Transformer2023.07 | 0.03 | |
| TimeVAEDownstream Forecaster=Transformer2023.07 | 0.035 | |
| RealDownstream Forecaster=Linear (LPS)2023.07 | 0.039 | |
| TimeVAEDownstream Forecaster=DeepAR2023.07 | 0.039 | |
| RealDownstream Forecaster=Transformer2023.07 | 0.04 | |
| TSDiffDownstream Forecaster=DeepAR2023.07 | 0.042 | |
| TSDiffDownstream Forecaster=Linear (LPS)2023.07 | 0.045 | |
| RealDownstream Forecaster=DeepAR2023.07 | 0.052 | |
| TimeVAEDownstream Forecaster=Linear (LPS)2023.07 | 0.074 | |
| TimeGANDownstream Forecaster=Transformer2023.07 | 0.114 | |
| TimeGANDownstream Forecaster=DeepAR2023.07 | 0.121 | |
| TimeGANDownstream Forecaster=Linear (LPS)2023.07 | 0.14 |