eICU
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
eICU
87Micro-averaged AUROC
10
eICU spatial domain shift, Midwest as target (test)
22.74AUPRC
10
eICU-AC
98.4LPA
10
eICU (test)
60.4FQE
9
eICU
65.7Mean Balanced Accuracy
9
EICU
0.87Ctd
8
eICU MNAR 50% missingness
0.148NRMSE
8
eICU MNAR 30% missingness
0.145NRMSE
8
eICU MNAR 10% missingness
0.125NRMSE
8
eICU
72.49F1 Score
7
eICU
1.78MAD
7
eICU MAR 30% missingness
0.125NRMSE
7
eICU MCAR 30% missingness
0.124NRMSE
7
eICU YAIB-aligned
86.4AUROC
7
EICU Shock-48
86.8AUROC
6
EICU ARF-48
84.6AUROC
6
EICU Shock-12
77.5AUROC
6
EICU IHM-48
0.838AUROC
6
eicu
0.54AUROC
6
eICU (test)
0.012MMD
6
eICU Northeast Region
0.18Kappa
5
eICU Northeast Region
0.865AUC-ROC
5
eICU Northeast Region
72.2Macro Score
5
eICU Northeast Region
0.877AUC-ROC
5
eICU West Region
0.177Kappa
5