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Benchmarks
Clinical Patient State Learning on MIMIC-III Appendix benchmark
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67.9
FQE
OPL-MT-MNAR
47.516
52.808
58.1
63.392
Apr 23, 2026
FQE
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
FQE
AUROC
OPL-MT-MNAR
Missingness Handling=E...
2026.04
67.9
88.6
MedDreamer
Missingness Handling=W...
2026.04
58.3
86.7
mTAND
Missingness Handling=M...
2026.04
52.3
85.8
BRITS
Missingness Handling=B...
2026.04
51.6
85.2
GRU-D
Missingness Handling=I...
2026.04
50.8
84.4
Forward Fill + LSTM
Missingness Handling=S...
2026.04
48.8
83.8
Mean Imputation + LSTM
Missingness Handling=I...
2026.04
48.3
83.3
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