Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Mortality Prediction research benchmarks – Page 3 · SOTA2 Research

Mortality Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Large-scale EHR corpus

90.4AUROC

4

May 19, 2026

52.3AUPRC

4

Apr 3, 2026

Secondary hospital system cohort (external val)

Outcome-Aligned

84.2AUROC

4

Mar 24, 2026

Multimodal baseline (x0, xm)

77.89Accuracy

4

Feb 26, 2026

MIMIC-III v1.4 (1000 patients)

13.5AUPRC

3

Feb 26, 2026

0.72Performance Score

2

Mar 26, 2026

PhysioNet Challenge 2012 (fine-tuning)

—

—Primary metric

0

Feb 26, 2026

MIMIC-IV (fine-tuning)

—

—Primary metric

0

Feb 26, 2026

Page 3 of 3

Popular datasets

MIMIC Clinical Multi-modal Dataset Physionet MIMIC-III PhysioNet Challenge

Follow for updates

Join SOTA2 Contact