Time-series Forecasting on COVID-19 320 regions
4.41RMSEPatchTST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PatchTSTInput Length=10, ESE=Yes, Prediction Horizon=22026.06 | 4.41 | 3.32 | |
| PatchTSTInput Length=10, ESE=No, Prediction Horizon=22026.06 | 4.52 | 3.54 | |
| PatchTSTInput Length=20, ESE=Yes, Prediction Horizon=22026.06 | 4.59 | 4.44 | |
| ESEInput Length=10, Prediction Horizon=22026.06 | 4.66 | 3.66 | |
| PatchTSTInput Length=100, ESE=Yes, Prediction Horizon=22026.06 | 4.83 | 4.42 | |
| PatchTSTInput Length=50, ESE=Yes, Prediction Horizon=22026.06 | 4.94 | 4.45 | |
| ESEInput Length=50, Prediction Horizon=22026.06 | 5.01 | 4.8 | |
| ESEInput Length=20, Prediction Horizon=22026.06 | 5.12 | 4.61 | |
| ESEInput Length=100, Prediction Horizon=22026.06 | 5.24 | 4.78 | |
| PatchTSTInput Length=50, ESE=No, Prediction Horizon=22026.06 | 5.28 | 4.65 | |
| PatchTSTInput Length=100, ESE=No, Prediction Horizon=22026.06 | 5.32 | 4.81 | |
| PatchTSTInput Length=20, ESE=No, Prediction Horizon=22026.06 | 5.64 | 4.92 | |
| VARInput Length=10, Prediction Horizon=22026.06 | 7.09 | 6.2 | |
| VARInput Length=100, Prediction Horizon=22026.06 | 8.41 | 7.83 | |
| VARInput Length=20, Prediction Horizon=22026.06 | 8.71 | 8.33 | |
| VARInput Length=50, Prediction Horizon=22026.06 | 9.25 | 8.6 |