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ResearchFormerly WizWand

One-year mortality after initial heart failure diagnosis on Swedish heart failure cohort

0.582AUPRCLlama
0.522720.538110.55350.56889Nov 20, 2025
Updated 6mo ago

Evaluation results

MethodLinks
LlamaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, Parameters=34.4, GMACs=113.32025.110.582
LlamaObjective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=34.4, GMACs=113.32025.110.574
Mamba2Objective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=26.6, GMACs=79.92025.110.572
MambaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, Parameters=25.5, GMACs=81.72025.110.571
LlamaObjective=NTP, Temporal=Cutoff, Model size=Tiny, Parameters=12.9, GMACs=25.12025.110.566
MambaObjective=NTP, Temporal=Cutoff, Model size=Tiny, Parameters=3.3, GMACs=3.82025.110.561
MambaObjective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=25.5, GMACs=81.72025.110.559
XLNetObjective=PLM, Temporal=Cutoff, Model size=Medium, Parameters=28.4, GMACs=62.12025.110.558
MBERTObjective=MLM, Temporal=Cutoff, Model size=Medium, Parameters=32.2, GMACs=114.22025.110.557
BERTObjective=MLM, Temporal=Cutoff, Model size=Medium, Parameters=24.1, GMACs=96.22025.110.54
XGBoostObjective=—, Temporal=—, Model size=—, Parameters=—, GMACs=—2025.110.525