Mortality Prediction on Mortality Prediction Task T1 C = 512 (test)
0.219Brier ScoreLlama
Evaluation results
| Method | Links | |
|---|---|---|
| LlamaObjective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=113.32025.11 | 0.219 | |
| LlamaObjective=NTP, Temporal=Cutoff, Model size=Tiny, GMACs=25.12025.11 | 0.22 | |
| Mamba2Objective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=79.92025.11 | 0.221 | |
| MambaObjective=NTP, Temporal=Cutoff, Model size=Tiny, GMACs=3.82025.11 | 0.221 | |
| LlamaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, GMACs=113.32025.11 | 0.222 | |
| MBERTObjective=MLM, Temporal=Cutoff, Model size=Medium, GMACs=114.22025.11 | 0.223 | |
| MambaObjective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=81.72025.11 | 0.223 | |
| MambaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, GMACs=81.72025.11 | 0.223 | |
| XLNetObjective=PLM, Temporal=Cutoff, Model size=Medium, GMACs=62.12025.11 | 0.224 | |
| BERTObjective=MLM, Temporal=Cutoff, Model size=Medium, GMACs=96.22025.11 | 0.225 | |
| XGBoostObjective=—, Temporal=—, Model size=—, GMACs=—2025.11 | 0.229 |