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Benchmarks
One-year mortality after initial heart failure diagnosis on Swedish heart failure cohort
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0.582
AUPRC
Llama
0.52272
0.53811
0.5535
0.56889
Nov 20, 2025
AUPRC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUPRC
Llama
Objective=NTP, Tempora...
2025.11
0.582
Llama
Objective=NTP, Tempora...
2025.11
0.574
Mamba2
Objective=NTP, Tempora...
2025.11
0.572
Mamba
Objective=NTP, Tempora...
2025.11
0.571
Llama
Objective=NTP, Tempora...
2025.11
0.566
Mamba
Objective=NTP, Tempora...
2025.11
0.561
Mamba
Objective=NTP, Tempora...
2025.11
0.559
XLNet
Objective=PLM, Tempora...
2025.11
0.558
MBERT
Objective=MLM, Tempora...
2025.11
0.557
BERT
Objective=MLM, Tempora...
2025.11
0.54
XGBoost
Objective=—, Temporal=...
2025.11
0.525
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