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ResearchFormerly WizWand

Multi-step outcome prediction on RW MIMIC-extract (Asian)

4.69RMSECT-sMMD
4.37846.48178.58510.6883May 7, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CT-sMMDPrediction Horizon (tau)=1, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.054.69
CTPrediction Horizon (tau)=1, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.055.06
CRN-sMMDPrediction Horizon (tau)=1, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.055.37
ACTIN-sMMDPrediction Horizon (tau)=1, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.055.37
ACTINPrediction Horizon (tau)=1, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.055.53
CRNPrediction Horizon (tau)=1, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.055.6
ACTIN-sMMDPrediction Horizon (tau)=2, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.055.91
ACTIN-sMMDPrediction Horizon (tau)=3, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.056.1
ACTIN-sMMDPrediction Horizon (tau)=4, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.056.15
ACTINPrediction Horizon (tau)=2, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.056.23
ACTIN-sMMDPrediction Horizon (tau)=5, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.056.4
ACTINPrediction Horizon (tau)=3, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.056.52
ACTIN-sMMDPrediction Horizon (tau)=6, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.056.64
ACTINPrediction Horizon (tau)=4, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.056.69
ACTINPrediction Horizon (tau)=5, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.057.02
ACTINPrediction Horizon (tau)=6, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.057.3
CT-sMMDPrediction Horizon (tau)=2, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.058.53
CT-sMMDPrediction Horizon (tau)=3, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.059.04
CTPrediction Horizon (tau)=2, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.059.15
CT-sMMDPrediction Horizon (tau)=4, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.059.38
CTPrediction Horizon (tau)=3, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.059.62
CRN-sMMDPrediction Horizon (tau)=2, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.059.69
CT-sMMDPrediction Horizon (tau)=5, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.059.69
CTPrediction Horizon (tau)=4, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.059.95
CT-sMMDPrediction Horizon (tau)=6, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0510.01
CTPrediction Horizon (tau)=5, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0510.32
CRN-sMMDPrediction Horizon (tau)=3, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0510.38
CTPrediction Horizon (tau)=6, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0510.77
CRN-sMMDPrediction Horizon (tau)=4, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0510.81
CRNPrediction Horizon (tau)=2, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0511.2
CRN-sMMDPrediction Horizon (tau)=5, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0511.33
CRN-sMMDPrediction Horizon (tau)=6, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0511.9
CRNPrediction Horizon (tau)=3, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0511.92
CRNPrediction Horizon (tau)=4, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0512.19
CRNPrediction Horizon (tau)=5, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0512.34
CRNPrediction Horizon (tau)=6, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.0512.48