T3 Mortality Prediction on One-year mortality prediction dataset C=512
88.1AUROCMamba
Evaluation Results
| Method | Links | |
|---|---|---|
| MambaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, GMACs=81.72025.11 | 88.1 | |
| LlamaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, GMACs=113.32025.11 | 87.9 | |
| LlamaObjective=NTP, Temporal=Cutoff, Model size=Tiny, GMACs=25.12025.11 | 87.8 | |
| MambaObjective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=81.72025.11 | 87.5 | |
| LlamaObjective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=113.32025.11 | 87.4 | |
| Mamba2Objective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=79.92025.11 | 87.2 | |
| MBERTObjective=MLM, Temporal=Cutoff, Model size=Medium, GMACs=114.22025.11 | 87.1 | |
| MambaObjective=NTP, Temporal=Cutoff, Model size=Tiny, GMACs=3.82025.11 | 86.8 | |
| BERTObjective=MLM, Temporal=Cutoff, Model size=Medium, GMACs=96.22025.11 | 86.6 | |
| XLNetObjective=PLM, Temporal=Cutoff, Model size=Medium, GMACs=62.12025.11 | 86.3 | |
| XGBoostObjective=—, Temporal=—, Model size=—, GMACs=—2025.11 | 84.8 |