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Benchmarks
Marginal Likelihood Modeling on PhysioNet 2012
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-0.479
mNLL
MargFlow
-0.5446
-0.1018
0.341
0.7838
May 22, 2026
mNLL
Updated 9d ago
Evaluation Results
Method
Method
Links
mNLL
MargFlow
Modeling Approach=Univ...
2026.05
-0.479
CircuITS
Modeling Approach=Joint
2026.05
-0.287
MOSES
Modeling Approach=Joint
2026.05
-0.271
Joint-Abl
Modeling Approach=Joint
2026.05
-0.176
ProFITi
Modeling Approach=Joint
2026.05
-0.016
NeuralFlows
Modeling Approach=Univ...
2026.05
0.492
GRU-ODE
Modeling Approach=Univ...
2026.05
0.504
CRU
Modeling Approach=Univ...
2026.05
0.931
GPR
Modeling Approach=Joint
2026.05
1.161
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