One-year mortality after initial heart failure diagnosis on Swedish heart failure cohort
0.582AUPRCLlama
Evaluation Results
| Method | Links | |
|---|---|---|
| LlamaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, Parameters=34.4, GMACs=113.32025.11 | 0.582 | |
| LlamaObjective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=34.4, GMACs=113.32025.11 | 0.574 | |
| Mamba2Objective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=26.6, GMACs=79.92025.11 | 0.572 | |
| MambaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, Parameters=25.5, GMACs=81.72025.11 | 0.571 | |
| LlamaObjective=NTP, Temporal=Cutoff, Model size=Tiny, Parameters=12.9, GMACs=25.12025.11 | 0.566 | |
| MambaObjective=NTP, Temporal=Cutoff, Model size=Tiny, Parameters=3.3, GMACs=3.82025.11 | 0.561 | |
| MambaObjective=NTP, Temporal=Cutoff, Model size=Medium, Parameters=25.5, GMACs=81.72025.11 | 0.559 | |
| XLNetObjective=PLM, Temporal=Cutoff, Model size=Medium, Parameters=28.4, GMACs=62.12025.11 | 0.558 | |
| MBERTObjective=MLM, Temporal=Cutoff, Model size=Medium, Parameters=32.2, GMACs=114.22025.11 | 0.557 | |
| BERTObjective=MLM, Temporal=Cutoff, Model size=Medium, Parameters=24.1, GMACs=96.22025.11 | 0.54 | |
| XGBoostObjective=—, Temporal=—, Model size=—, Parameters=—, GMACs=—2025.11 | 0.525 |