Equilibrium State Estimation on COVID-19 (20 large regions)
19.05RMSEPatchTST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PatchTSTInput Length=10, ESE integration=No ESE, Prediction Horizon=52026.06 | 19.05 | 15.13 | |
| PatchTSTInput Length=10, ESE integration=With ESE, Prediction Horizon=52026.06 | 50.6 | 46.77 | |
| ESEInput Length=10, Prediction Horizon=52026.06 | 60.16 | 57.09 | |
| ESEInput Length=20, Prediction Horizon=52026.06 | 62.71 | 56.03 | |
| ESEInput Length=50, Prediction Horizon=52026.06 | 69.56 | 56.79 | |
| TimeLLMInput Length=100, ESE integration=With ESE, Prediction Horizon=52026.06 | 77.67 | 73.03 | |
| ESEInput Length=100, Prediction Horizon=52026.06 | 94.74 | 92.14 |