MIMIC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MIMIC 30% IV (test)
70.6AUROC
9
MIMIC-DOS
100Valid Rate
9
MIMIC-IV
87.9Accuracy
9
MIMIC-IV
45F1 Score
9
MIMIC Visual Perturbation (test)
73.4VPT Score
9
MIMIC Textual Perturbation (test)
79.2Anatomy Accuracy
9
MIMIC-IV
1.88Hallucination
9
MIMIC-IV
21.62ROUGE-L
9
MIMIC-III
86.32Accuracy
9
MIMIC-IV
0.644AUC
9
MIMIC 5x200 (test)
50.4Accuracy
9
MIMIC-II
383.91Running Time (s)
9
MIMIC-III (test)
85.5Accuracy
9
MIMIC-IV Synthetic via VAE (test)
0.719Confidence Interval
8
MIMIC-III Sepsis PINN-based simulator (test)
87.6AIR
8
MIMIC IV
-0.833mNLL
8
MIMIC-III (external val)
0.572AUROC
8
MIMIC-III 36-3* (test)
0.475MSE
8
MIMIC-III 36-12 horizon
-0.462njNLL
8
MIMIC-IV ECG
94CRC
8
MIMIC to PPICU Transfer Learning
95Recall
8
MIMIC-IV ICD-10 SNOMED CT Entity Linking Challenge (test)
21.6Exact SM
8
MIMIC-IV (test)
59.86Medication Recall@5
8
MIMIC-IV (target)
28.12w-F1
8
MIMIC-III (target)
26.97w-F1
8