Mortality Prediction on One-year mortality prediction dataset C=512
0.806AUROCLlama
Evaluation results
| Method | Links | |
|---|---|---|
| LlamaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, GMACs=113.32025.11 | 0.806 | |
| LlamaObjective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=113.32025.11 | 0.805 | |
| MambaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, GMACs=81.72025.11 | 0.802 | |
| Mamba2Objective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=79.92025.11 | 0.801 | |
| LlamaObjective=NTP, Temporal=Cutoff, Model size=Tiny, GMACs=25.12025.11 | 0.8 | |
| MambaObjective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=81.72025.11 | 0.799 | |
| MambaObjective=NTP, Temporal=Cutoff, Model size=Tiny, GMACs=3.82025.11 | 0.798 | |
| XLNetObjective=PLM, Temporal=Cutoff, Model size=Medium, GMACs=62.12025.11 | 0.795 | |
| MBERTObjective=MLM, Temporal=Cutoff, Model size=Medium, GMACs=114.22025.11 | 0.793 | |
| BERTObjective=MLM, Temporal=Cutoff, Model size=Medium, GMACs=96.22025.11 | 0.787 | |
| XGBoostObjective=—, Temporal=—, Model size=—, GMACs=—2025.11 | 0.778 |