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Benchmarks
T3 Mortality Prediction on One-year mortality prediction dataset C=512
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88.1
AUROC
Mamba
84.668
85.559
86.45
87.341
Nov 20, 2025
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
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AUROC
Mamba
Objective=NTP, Tempora...
2025.11
88.1
Llama
Objective=NTP, Tempora...
2025.11
87.9
Llama
Objective=NTP, Tempora...
2025.11
87.8
Mamba
Objective=NTP, Tempora...
2025.11
87.5
Llama
Objective=NTP, Tempora...
2025.11
87.4
Mamba2
Objective=NTP, Tempora...
2025.11
87.2
MBERT
Objective=MLM, Tempora...
2025.11
87.1
Mamba
Objective=NTP, Tempora...
2025.11
86.8
BERT
Objective=MLM, Tempora...
2025.11
86.6
XLNet
Objective=PLM, Tempora...
2025.11
86.3
XGBoost
Objective=—, Temporal=...
2025.11
84.8
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