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Benchmarks
48-hour In-Hospital Mortality on MIMIC-III v1.4 (test)
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53.44
F1 Score
ConfSMoE-T
21.876
30.0705
38.265
46.4595
May 26, 2025
F1 Score
AUC
Updated 22d ago
Evaluation Results
Method
Method
Links
F1 Score
AUC
ConfSMoE-T
Variant=Tiny
2025.05
53.44
87.05
FuseMoE-L
Scale=Large
2025.05
51.63
86.22
ConfSMoE-E
Variant=Expert
2025.05
50
87.14
FuseMoE-S
Scale=Small
2025.05
48.62
85.81
SMIL
2025.05
48.56
84
FlexMoE
2025.05
47.81
85.1
LlMoE
2025.05
47.62
83.3
mmFormer
2025.05
43.8
81.27
ShaSpec
2025.05
34.36
79.86
TF
2025.05
23.09
78.47
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