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Benchmarks
Out-of-Distribution Detection on MIMIC-III Newborn ICU Records
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0.802
AUC-OOD
Low-Rank
0.48792
0.56946
0.651
0.73254
Jan 30, 2026
AUC-OOD
AUPR-OOD
AUPR-In
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC-OOD
AUPR-OOD
AUPR-In
Low-Rank
Params=13.6k, rank=r=15
2026.01
0.802
0.788
0.824
Full-Rank
Params=44.8k
2026.01
0.77
0.759
0.807
Deep Ens.
Params=112k
2026.01
0.738
0.754
0.721
LR-SVD
Params=13.6k
2026.01
0.713
0.719
0.738
Rank-1
Params=23.3k
2026.01
0.705
0.742
0.663
Deterministic
Params=22.4k
2026.01
0.5
0.544
0.456
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