EHRSHOT
Benchmarks
TaskDatasetSOTA resultTrendResults
EHRSHOT (test)
13.6F1 Score (std)
28
EHRSHOT (test)
21.2F1 Score (std)
28
EHRSHOT Chest X-ray Findings
62.3AUPRC
20
EHRSHOT Anticipating Labs
77.3AUPRC
20
EHRSHOT Assignment of New Diag.
23.6AUPRC
20
EHRSHOT Overall
45.9AUPRC
20
EHRSHOT Chest X-ray Findings
0.63AUROC
20
EHRSHOT Anticipating Labs
0.799AUROC
20
EHRSHOT Assignment of New Diagnoses
0.77AUROC
20
EHRSHOT Operational Outcomes
81.8AUROC
20
EHRSHOT Overall 1.0 (test)
77.2AUROC
20
EHRshot
82AUROC
16
EHRSHOT (test)
67Precision
8
EHRSHOT (test)
100Precision
8
EHRSHOT (test)
66.7Precision
8
EHRSHOT (test)
57.01Accuracy
6
EHRSHOT (test)
92.95Accuracy
6
EHRSHOT 30-day Readmission
71.76Accuracy
6
EHRSHOT Long Length of Stay
74.12Accuracy
6
EHRSHOT full-dataset
80ICU Transfer AUROC
1