Triage on MIMIC ECG Triage IV (test)
74.2Macro-AUROCAction-Conditioned Cardiac World Model (Latent Dynamics)
Evaluation results
| Method | Links | |
|---|---|---|
| Action-Conditioned Cardiac World Model (Latent Dynamics)Labels (y)=true, Patient ID=true, Eval. Protocol=Finetuned2026.04 | 74.2 | |
| SupervisedLabels (y)=true, Patient ID=false, Eval. Protocol=End-to-End2026.04 | 73.5 | |
| Action-Conditioned Cardiac World Model (Latent Dynamics)Labels (y)=true, Patient ID=true, Eval. Protocol=Linear Probe2026.04 | 72.5 | |
| Naive SSL (Invariance)Labels (y)=false, Patient ID=true, Eval. Protocol=Finetuned2026.04 | 67.9 | |
| Naive SSL (Invariance)Labels (y)=false, Patient ID=true, Eval. Protocol=Linear Probe2026.04 | 66.6 |