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ResearchFormerly WizWand

T1 Mortality Prediction on One-year mortality prediction C=512

0.673AUROCLlama
0.644920.652210.65950.66679Nov 20, 2025
Updated 6mo ago

Evaluation results

MethodLinks
LlamaObjective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=113.32025.110.673
MambaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, GMACs=81.72025.110.668
LlamaObjective=NTP, Temporal=Cutoff, Model size=Tiny, GMACs=25.12025.110.668
MambaObjective=NTP, Temporal=Cutoff, Model size=Tiny, GMACs=3.82025.110.668
Mamba2Objective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=79.92025.110.666
LlamaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, GMACs=113.32025.110.665
MambaObjective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=81.72025.110.657
MBERTObjective=MLM, Temporal=Cutoff, Model size=Medium, GMACs=114.22025.110.656
XLNetObjective=PLM, Temporal=Cutoff, Model size=Medium, GMACs=62.12025.110.651
BERTObjective=MLM, Temporal=Cutoff, Model size=Medium, GMACs=96.22025.110.65
XGBoostObjective=—, Temporal=—, Model size=—, GMACs=—2025.110.646