Multi-step outcome prediction on RW MIMIC-extract (Asian)
4.69RMSECT-sMMD
Evaluation Results
| Method | Links | |
|---|---|---|
| CT-sMMDPrediction Horizon (tau)=1, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 4.69 | |
| CTPrediction Horizon (tau)=1, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 5.06 | |
| CRN-sMMDPrediction Horizon (tau)=1, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 5.37 | |
| ACTIN-sMMDPrediction Horizon (tau)=1, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 5.37 | |
| ACTINPrediction Horizon (tau)=1, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 5.53 | |
| CRNPrediction Horizon (tau)=1, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 5.6 | |
| ACTIN-sMMDPrediction Horizon (tau)=2, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 5.91 | |
| ACTIN-sMMDPrediction Horizon (tau)=3, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 6.1 | |
| ACTIN-sMMDPrediction Horizon (tau)=4, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 6.15 | |
| ACTINPrediction Horizon (tau)=2, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 6.23 | |
| ACTIN-sMMDPrediction Horizon (tau)=5, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 6.4 | |
| ACTINPrediction Horizon (tau)=3, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 6.52 | |
| ACTIN-sMMDPrediction Horizon (tau)=6, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 6.64 | |
| ACTINPrediction Horizon (tau)=4, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 6.69 | |
| ACTINPrediction Horizon (tau)=5, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 7.02 | |
| ACTINPrediction Horizon (tau)=6, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 7.3 | |
| CT-sMMDPrediction Horizon (tau)=2, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 8.53 | |
| CT-sMMDPrediction Horizon (tau)=3, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 9.04 | |
| CTPrediction Horizon (tau)=2, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 9.15 | |
| CT-sMMDPrediction Horizon (tau)=4, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 9.38 | |
| CTPrediction Horizon (tau)=3, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 9.62 | |
| CRN-sMMDPrediction Horizon (tau)=2, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 9.69 | |
| CT-sMMDPrediction Horizon (tau)=5, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 9.69 | |
| CTPrediction Horizon (tau)=4, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 9.95 | |
| CT-sMMDPrediction Horizon (tau)=6, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 10.01 | |
| CTPrediction Horizon (tau)=5, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 10.32 | |
| CRN-sMMDPrediction Horizon (tau)=3, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 10.38 | |
| CTPrediction Horizon (tau)=6, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 10.77 | |
| CRN-sMMDPrediction Horizon (tau)=4, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 10.81 | |
| CRNPrediction Horizon (tau)=2, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 11.2 | |
| CRN-sMMDPrediction Horizon (tau)=5, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 11.33 | |
| CRN-sMMDPrediction Horizon (tau)=6, sMMD Regularization=true, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 11.9 | |
| CRNPrediction Horizon (tau)=3, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 11.92 | |
| CRNPrediction Horizon (tau)=4, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 12.19 | |
| CRNPrediction Horizon (tau)=5, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 12.34 | |
| CRNPrediction Horizon (tau)=6, sMMD Regularization=false, Autoregressive Inference=enabled, Teacher Forcing=disabled2026.05 | 12.48 |