Monitoring on MIMIC-ECG Monitoring IV (test)
78.6Macro-AUROCSupervised
Evaluation Results
| Method | Links | |
|---|---|---|
| SupervisedLabels (y)=true, Patient ID=false, Eval. Protocol=End-to-End2026.04 | 78.6 | |
| Action-Conditioned Cardiac World Model (Latent Dynamics)Labels (y)=true, Patient ID=true, Eval. Protocol=Finetuned2026.04 | 78.6 | |
| Action-Conditioned Cardiac World Model (Latent Dynamics)Labels (y)=true, Patient ID=true, Eval. Protocol=Linear Probe2026.04 | 74.4 | |
| Naive SSL (Invariance)Labels (y)=false, Patient ID=true, Eval. Protocol=Finetuned2026.04 | 72.6 | |
| Naive SSL (Invariance)Labels (y)=false, Patient ID=true, Eval. Protocol=Linear Probe2026.04 | 69.8 |