Time Series Forecasting on ILI (test)
0.714MSEConvex-ranks
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Convex-ranksSchedule=Baby-Steps2026.03 | 0.714 | — | |
| GridSchedule=Baby-Steps2026.03 | 0.749 | — | |
| RandomSchedule=Baby-Steps2026.03 | 0.805 | — | |
| Convex-ranksSchedule=One-Pass2026.03 | 0.821 | — | |
| Loss-basedSchedule=Baby-Steps2026.03 | 0.831 | — | |
| Convex-valueSchedule=One-Pass2026.03 | 0.862 | — | |
| No-curriculumSchedule=One-Pass2026.03 | 0.865 | — | |
| No-curriculumSchedule=Baby-Steps2026.03 | 0.865 | — | |
| RandomSchedule=One-Pass2026.03 | 0.871 | — | |
| Convex-valueSchedule=Baby-Steps2026.03 | 0.874 | — | |
| STLSchedule=Baby-Steps2026.03 | 0.882 | — | |
| KDESchedule=Baby-Steps2026.03 | 0.921 | — | |
| KDESchedule=One-Pass2026.03 | 0.925 | — | |
| STLSchedule=One-Pass2026.03 | 0.932 | — | |
| GridSchedule=One-Pass2026.03 | 0.941 | — | |
| Loss-basedSchedule=One-Pass2026.03 | 0.946 | — | |
| k-NNSchedule=Baby-Steps2026.03 | 0.952 | — | |
| k-NNSchedule=One-Pass2026.03 | 1.092 | — | |
| iTransformerDropout Strategy=+DT2026.01 | 2.994 | 1.048 | |
| PatchTSTDropout Strategy=+DT2026.01 | 3.126 | 1.098 | |
| iTransformerDropout Strategy=Raw2026.01 | 3.163 | 1.07 | |
| TimeMixerDropout Strategy=+DT2026.01 | 3.173 | 1.148 | |
| TimeMixerDropout Strategy=Raw2026.01 | 3.182 | 1.149 | |
| PatchTSTDropout Strategy=Raw2026.01 | 3.322 | 1.11 | |
| CrossformerDropout Strategy=+DT2026.01 | 4.321 | 1.406 | |
| TimesNetDropout Strategy=+DT2026.01 | 4.872 | 1.223 | |
| CrossformerDropout Strategy=Raw2026.01 | 5.035 | 1.542 | |
| TimesNetDropout Strategy=Raw2026.01 | 6.045 | 1.303 | |
| InformerDropout Strategy=+DT2026.01 | 6.235 | 1.772 | |
| InformerDropout Strategy=Raw2026.01 | 7.13 | 1.9 |