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ResearchFormerly WizWand

Equilibrium State Estimation on COVID-19 data Horizon=10 (test)

0.2Cost (mins) for 20 regionsARIMA
-0.32723.23146.7910.3486Jun 11, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ARIMAInput Length=10, ESE Augmentation=No ESE2026.060.20.773.11
ARIMAInput Length=20, ESE Augmentation=No ESE2026.060.230.973.86
ESEInput Length=102026.061.21.772
ESEInput Length=502026.061.221.661.98
ESEInput Length=202026.061.31.652.03
ARIMAInput Length=10, ESE Augmentation=With ESE2026.061.321.781.89
ESEInput Length=1002026.061.362.112.66
ARIMAInput Length=20, ESE Augmentation=With ESE2026.061.371.542.12
LSTMInput Length=10, ESE Augmentation=With ESE2026.061.62.032.17
InformerInput Length=100, ESE Augmentation=With ESE2026.061.662.892.76
DlinearInput Length=10, ESE Augmentation=With ESE2026.061.682.12.35
TimeLLMInput Length=100, ESE Augmentation=With ESE2026.061.682.743.22
NlinearInput Length=50, ESE Augmentation=With ESE2026.061.842.122.45
SCINetInput Length=50, ESE Augmentation=With ESE2026.061.912.32.64
FiLMInput Length=20, ESE Augmentation=With ESE2026.061.971.992.55
LSTMInput Length=10, ESE Augmentation=No ESE2026.065.3923.6393.81
InformerInput Length=100, ESE Augmentation=No ESE2026.066.6927.9297.35
TimeLLMInput Length=100, ESE Augmentation=No ESE2026.066.7134.18121.46
DlinearInput Length=10, ESE Augmentation=No ESE2026.067.1725.1102.81
FiLMInput Length=20, ESE Augmentation=No ESE2026.069.436.31138.15
NlinearInput Length=50, ESE Augmentation=No ESE2026.069.9644.62156.76
SCINetInput Length=50, ESE Augmentation=No ESE2026.0613.3849.13214.69