Multivariate Time Series Forecasting on ILI v1 (test)
1.735MSEPatchTST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PatchTSTPrediction Horizon={24, 36, 48, 60}, Look-back window=362026.05 | 1.735 | 0.823 | |
| Dynamic TMoEPrediction Horizon={24, 36, 48, 60}, Look-back window=362026.05 | 1.981 | 0.888 | |
| TimesNetPrediction Horizon={24, 36, 48, 60}, Look-back window=362026.05 | 2.139 | 0.931 | |
| FITSPrediction Horizon={24, 36, 48, 60}, Look-back window=362026.05 | 2.565 | 1.107 | |
| TFPSPrediction Horizon={24, 36, 48, 60}, Look-back window=362026.05 | 2.642 | 0.991 | |
| ST-MTMPrediction Horizon={24, 36, 48, 60}, Look-back window=362026.05 | 2.82 | 1.076 | |
| FEDformerPrediction Horizon={24, 36, 48, 60}, Look-back window=362026.05 | 2.847 | 1.144 | |
| DLinearPrediction Horizon={24, 36, 48, 60}, Look-back window=362026.05 | 2.915 | 1.188 | |
| TimeMixerPrediction Horizon={24, 36, 48, 60}, Look-back window=362026.05 | 2.941 | 1.145 | |
| RAFTPrediction Horizon={24, 36, 48, 60}, Look-back window=362026.05 | 5.916 | 1.658 |