In-hospital mortality prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.85HR
78
May 19, 2026
0.891AUC
70
Jun 9, 2026
0.98AUROC
62
Apr 21, 2026
0.846C-index (Concordance Index)
57
May 19, 2026
84.5AUPRC
36
Jun 9, 2026
87.3AUROC
27
May 14, 2026
72.25AUROC
17
Jul 7, 2026
94AUROC
16
May 13, 2026
84.4AUC
13
Jun 2, 2026
87.8AUROC
12
Jun 9, 2026
0.298Beta
12
May 11, 2026
0.89AUROC
11
Mar 26, 2026
0.653AUPRC
10
Jun 4, 2026
53.72AUPRC
10
Jun 4, 2026
53.3AUPRC
10
Feb 26, 2026
42.22AUPRC
10
Feb 26, 2026
47.27AUPRC
10
Feb 26, 2026
48.74AUPRC
10
Feb 26, 2026
84.51Macro AUROC
10
Feb 26, 2026
4ECE
7
Jun 9, 2026
0.85AUROC (Full-data UB)
7
Apr 21, 2026
0.86Full-data UB Score
7
Apr 21, 2026
0.523AUPRC
7
Feb 26, 2026
0.94AUROC
5
May 13, 2026
22AUPRC
5
Mar 18, 2026