MIMIC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MIMIC-III MIMIC-Extract pipeline (test)
76.4AUROC
3
MIMIC-III MIMIC-Extract (test)
73.6AUROC
3
MIMIC IV
0.364MSE
3
MIMIC-III
0.499MSE
3
MIMIC All 1.0 (test)
67Recall@1
3
MIMIC-IV (test)
87.69Strict Accuracy
2
MIMIC-III Text
0.5ROUGE-L
2
MIMIC AKI (urine-output) IV
32.981Loc. ES
2
MIMIC AKI (creatinine) IV
15.439Loc. ES
2
MIMIC AKI joint IV
43.442Loc. ES
2
MIMIC 288
76.04Accuracy
2
MIMIC-III
0.008ICI
2
MIMIC-IV ICD-9 (frequent codes) (test)
99.5AUC-ROC (Micro)
2
MIMIC-III ICD-9 (frequent codes) (test)
99.2AUC-ROC (Micro)
2
MIMIC
14.5Top-3 F1
2
MIMIC-III (standard random split)
67.9FQE
2
MIMIC-Real
8.8Jaccard Overlap (k=5%)
2
MIMIC
98F1 Score
2
MIMIC
71.5AUROC
2
MIMIC IV
0.794AUROC
2
MIMIC-IV
81.6AUROC
2
MIMIC IV
74.7AUROC
2
MIMIC-III (test)
67.05CUS Score
2
MIMIC-III
0.38CUS
2
MIMIC-IV external (test)
86.9AUROC
2