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Latent State Recovery on Simulated Latent State Recovery Dataset (test)

0.016BiasState-Coupled
-0.003520.128240.260.39176Jun 1, 2026

Evaluation results

MethodLinks
State-Coupledphi (latent persistence)=0.3, gamma (coupling strength)=0.02026.060.0160.666
Heteroskedastic Proxyphi (latent persistence)=0.3, gamma (coupling strength)=0.02026.060.0410.314
State-Coupledphi (latent persistence)=0.3, gamma (coupling strength)=0.62026.060.0420.727
State-Coupledphi (latent persistence)=0.3, gamma (coupling strength)=0.82026.060.0470.747
State-Coupledphi (latent persistence)=0.3, gamma (coupling strength)=0.32026.060.0640.644
State-Coupledphi (latent persistence)=0.3, gamma (coupling strength)=1.02026.060.0730.729
Heteroskedastic Proxyphi (latent persistence)=0.3, gamma (coupling strength)=0.32026.060.1630.33
Heteroskedastic Proxyphi (latent persistence)=0.3, gamma (coupling strength)=0.62026.060.3040.432
Heteroskedastic Proxyphi (latent persistence)=0.3, gamma (coupling strength)=0.82026.060.4030.528
Heteroskedastic Proxyphi (latent persistence)=0.3, gamma (coupling strength)=1.02026.060.5040.621