List your company
ResearchFormerly WizWand

One-year Clinical Instability Prediction on Swedish heart failure cohort

85.5AUPRCMamba
50.55659.62868.777.772Nov 20, 2025
Updated 6mo ago

Evaluation results

MethodLinks
MambaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, Parameters=25.5, GMACs=81.72025.1185.5
LlamaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, Parameters=34.4, GMACs=113.32025.1185.4
MambaObjective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=25.5, GMACs=81.72025.1185.1
LlamaObjective=NTP, Temporal=Cutoff, Model size=Tiny, Parameters=12.9, GMACs=25.12025.1184.9
LlamaObjective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=34.4, GMACs=113.32025.1184.5
MBERTObjective=MLM, Temporal=Cutoff, Model size=Medium, Parameters=32.2, GMACs=114.22025.1184.3
Mamba2Objective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=26.6, GMACs=79.92025.1184
MambaObjective=NTP, Temporal=Cutoff, Model size=Tiny, Parameters=3.3, GMACs=3.82025.1184
XLNetObjective=PLM, Temporal=Cutoff, Model size=Medium, Parameters=28.4, GMACs=62.12025.1183.6
BERTObjective=MLM, Temporal=Cutoff, Model size=Medium, Parameters=24.1, GMACs=96.22025.1183.5
XGBoostObjective=—, Temporal=—, Model size=—, Parameters=—, GMACs=—2025.1181.5
LlamaObjective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=34.4, GMACs=113.32025.1155.5
LlamaObjective=NTP, Temporal=Cutoff, Model size=Tiny, Parameters=12.9, GMACs=25.12025.1155
LlamaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, Parameters=34.4, GMACs=113.32025.1154.9
MambaObjective=NTP, Temporal=Cutoff, Model size=Tiny, Parameters=3.3, GMACs=3.82025.1154.6
MambaObjective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=25.5, GMACs=81.72025.1154.3
MambaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, Parameters=25.5, GMACs=81.72025.1154.3
Mamba2Objective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=26.6, GMACs=79.92025.1154.2
BERTObjective=MLM, Temporal=Cutoff, Model size=Medium, Parameters=24.1, GMACs=96.22025.1153.5
MBERTObjective=MLM, Temporal=Cutoff, Model size=Medium, Parameters=32.2, GMACs=114.22025.1153.4
XLNetObjective=PLM, Temporal=Cutoff, Model size=Medium, Parameters=28.4, GMACs=62.12025.1152.9
XGBoostObjective=—, Temporal=—, Model size=—, Parameters=—, GMACs=—2025.1151.9