MIMIC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MIMIC-III Large
0.816MSE
12
MIMIC IV
35.06METEOR
12
MIMIC-IV
0.602Recall@5
12
MIMIC-IV
50.8Recall@5
12
MIMIC-IV
59.8Recall@5
12
MIMIC-IV
0.106Brier Score
12
MIMIC
66AUROC
12
MIMIC
0.64AUROC
12
MIMIC
85AUROC
12
MIMIC
0.81AUROC
12
MIMIC
0.69AUROC
12
MIMIC
0.82AUROC
12
MIMIC-III
79.13Accuracy
12
MIMIC-IV processed
46.1F1 Score
12
MIMIC-II full
0.464Micro F1
12
MIMIC-IV-ECG (test)
0.733BLEU-1
12
MIMIC-IV-ECG (test)
79.8Precision
12
MIMIC VT II
97.38TPR
11
MIMIC-IV
0.007Interval Length
11
MIMIC-ESI (test)
65.75Exact Accuracy
11
MIMIC-IV
-2.201njNLL
11
MIMIC-IV-MM
71.68AUROC
11
MIMIC-IV (test)
0.861AUROC
11
MIMIC IV
55.42Visit-Level P@10
11
MIMIC-IV 5% (train)
12.17Visit-Level Precision@5
11