Short-term Forecasting on ILI
1.391MSEvLinear
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| vLinearInput Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 1.391 | 0.692 | |
| OLinearInput Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 1.429 | 0.69 | |
| iTrans.Input Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 1.715 | 0.773 | |
| LeddamInput Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 1.725 | 0.777 | |
| FredformerInput Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 1.732 | 0.797 | |
| FilterNetInput Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 1.793 | 0.791 | |
| TimeMix.++Input Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 1.805 | 0.793 | |
| TimesNetInput Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 1.809 | 0.807 | |
| TimeMixerInput Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 1.864 | 0.806 | |
| PatchTSTInput Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 1.905 | 0.804 | |
| CARDInput Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 1.959 | 0.822 | |
| DLinearInput Length=12 and 36, Prediction Horizon={3,6,9,12} and {24,36,48,60}, Averaging Protocol=Averaged across 8 horizons2026.01 | 2.742 | 1.126 |