Univariate Time Series Forecasting on ILI (test)
0.582MSEGTT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GTTmode=zero-shot, type=univariate, feature=OT, averaged prediction lengths=24, 36, 48, 602024.02 | 0.582 | — | — | 0.551 | |
| ContiFormerInput length=36, Prediction lengths={24, 36, 48, 60}2024.02 | 2.632 | — | — | 1.042 | |
| TimesNetInput length=36, Prediction lengths={24, 36, 48, 60}2024.02 | 2.874 | — | — | 1.066 | |
| ForecastPFNmode=zero-shot, type=univariate, feature=OT, averaged prediction lengths=24, 36, 48, 602024.02 | 2.903 | — | — | 9.825 | |
| AutoformerInput length=36, Prediction lengths={24, 36, 48, 60}2024.02 | 4.046 | — | — | 1.446 | |
| DLinearInput length=36, Prediction lengths={24, 36, 48, 60}2024.02 | 4.188 | — | — | 1.493 | |
| FEDformerInput length=36, Prediction lengths={24, 36, 48, 60}2024.02 | 4.467 | — | — | 1.547 | |
| TransformerInput length=36, Prediction lengths={24, 36, 48, 60}2024.02 | 5.13 | — | — | 1.507 | |
| GTTZero-shot=true, Prediction Length=24, Target Feature=OT2024.02 | — | 31.3 | 21.5 | — | |
| PreDcTZero-shot=true, Prediction Length=24, Target Feature=OT2024.02 | — | 47.7 | 15.2 | — |