Time-series Forecasting on KDDCup (test)
0.356CRPSTSDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| TSDiffDownstream Forecaster=Transformer2023.07 | 0.356 | |
| TSDiffDownstream Forecaster=DeepAR2023.07 | 0.378 | |
| RealDownstream Forecaster=Transformer2023.07 | 0.411 | |
| RealDownstream Forecaster=DeepAR2023.07 | 0.414 | |
| TSDiffDownstream Forecaster=Linear (LPS)2023.07 | 0.481 | |
| RealDownstream Forecaster=Linear (LPS)2023.07 | 0.513 | |
| TimeVAEDownstream Forecaster=DeepAR2023.07 | 0.621 | |
| TimeGANDownstream Forecaster=Transformer2023.07 | 0.632 | |
| TimeGANDownstream Forecaster=DeepAR2023.07 | 0.69 | |
| TimeGANDownstream Forecaster=Linear (LPS)2023.07 | 0.713 | |
| TimeVAEDownstream Forecaster=Transformer2023.07 | 0.717 | |
| TimeVAEDownstream Forecaster=Linear (LPS)2023.07 | 1.02 |