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Benchmarks
Length of Stay (LOS) Prediction on MIMIC IV
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83
AUROC
HighMMT
81.544
81.922
82.3
82.678
May 10, 2026
AUROC
AUPRC
Updated 2mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
HighMMT
Setting=Single Task
2026.05
83
74.8
FLAME
Setting=Multitask (per...
2026.05
82.1
73.1
FLAME
Setting=Multitask (all...
2026.05
82.1
74.3
FuseMoE
Setting=Single Task
2026.05
81.9
73.7
FlexMoE
Setting=Single Task
2026.05
81.7
72.6
FLAME
Setting=Single Task
2026.05
81.6
73.1
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