Mortality Prediction on Mortality Prediction Task T3 C = 512 (test)
0.14Brier ScoreMamba
Evaluation Results
| Method | Links | |
|---|---|---|
| MambaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, GMACs=81.72025.11 | 0.14 | |
| LlamaObjective=NTP, Temporal=Agg. (1d), Model size=Medium, GMACs=113.32025.11 | 0.141 | |
| LlamaObjective=NTP, Temporal=Cutoff, Model size=Tiny, GMACs=25.12025.11 | 0.141 | |
| LlamaObjective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=113.32025.11 | 0.145 | |
| MambaObjective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=81.72025.11 | 0.145 | |
| Mamba2Objective=NTP, Temporal=Cutoff, Model size=Medium, GMACs=79.92025.11 | 0.146 | |
| MBERTObjective=MLM, Temporal=Cutoff, Model size=Medium, GMACs=114.22025.11 | 0.147 | |
| MambaObjective=NTP, Temporal=Cutoff, Model size=Tiny, GMACs=3.82025.11 | 0.147 | |
| BERTObjective=MLM, Temporal=Cutoff, Model size=Medium, GMACs=96.22025.11 | 0.15 | |
| XLNetObjective=PLM, Temporal=Cutoff, Model size=Medium, GMACs=62.12025.11 | 0.151 | |
| XGBoostObjective=—, Temporal=—, Model size=—, GMACs=—2025.11 | 0.159 |