MIMIC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MIMIC-IV Lead II
83.12AUROC
8
MIMIC-IV Lead I
0.851AUROC
8
MIMIC IV
6.569MAE (LVEF)
8
MIMIC-III
0.832Ctd
8
MIMIC-III
0.842Ctd
8
MIMIC-III
0.813Ctd
8
MIMIC-III
0.887Ctd
8
MIMIC-III
0.888Ctd
8
MIMIC-IV
0.918Ctd
8
MIMIC-III
0.005Integrated Brier Score
8
MIMIC-III
0.011Integrated Brier Score (IBS)
8
MIMIC-III
0.049IBS
8
MIMIC-III
0.014Integrated Brier Score
8
MIMIC-III
0.06Integrated Brier Score (IBS)
8
MIMIC-IV
0.014Integrated Brier Score (IBS)
8
MIMIC-IV
0.111IBS
8
MIMIC 50% MNAR missingness
0.105NRMSE
8
MIMIC 30% MNAR missingness
0.057NRMSE
8
MIMIC 10% MNAR missingness
0.037NRMSE
8
MIMIC III (OOD)
0.04Diagnoses
8
MIMIC Rare IV (OOD)
3.09Diagnoses
8
MIMIC-IV 50%-50% task (test)
2.141Inference Time (s)
8
MIMIC 35K seller (train)
171.4MSE
8
MIMIC
76.8Accuracy
8
MIMIC-III (test)
73.3Precision
8