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

MIMIC dataset and benchmarks – Page 9 · SOTA2 Research

Research Datasets

MIMIC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Acute Kidney Injury prediction

MIMIC-IV 0h lead time

88.72AUROC

10

In-Hospital Mortality

MIMIC-III 72-hour observation horizon

0.77AUROC

10

Rationale Plausibility

MIMIC-IV ICD-10 (test)

73.2Exact SM

10

Clinical utility evaluation

MIMIC-IV

90Micro-averaged AUROC

10

MIMIC-IV ICU

0.776AUROC

10

Longitudinal effect estimation

MIMIC-III semi-synthetic (Limited Time-varying Confounding, horizon τ=20)

0.71Bias (CF 1)

10

Mortality Prediction

MIMIC-IV v2.2 (target)

8.46AUPRC

10

Multi-Image Visual Reasoning

MIMIC

0.755Common Accuracy

10

MIMIC-III

0.769BERTScore

10

MIMIC-III (test)

29.13RL Score

10

Time Series Filtering

MIMIC-IV

0.335MSE

10

MIMIC 1K seller (train)

169.7MSE

10

Clinical NLP Tasks

MIMIC-IV

3.45GPT-4 Score

10

Clinical NLP Tasks

MIMIC-III

3.48GPT-4 Score

10

Marked Temporal Point Process

MIMIC (test)

-1.11LL

10

In-hospital mortality prediction

MIMIC-III Diabetes

42.22AUPRC

10

In-hospital mortality prediction

MIMIC-III (Whole)

48.74AUPRC

10

Length-of-Stay Prediction

MIMIC III Admission Notes v1.4 (test)

72.53macro-averaged AUROC

10

In-Hospital Mortality Prediction

MIMIC III Admission Notes v1.4 (test)

84.51Macro AUROC

10

Length of Stay prediction

MIMIC-IV

29.8Kappa

9

Chronic Kidney Disease Detection

MIMIC-IV-ECG-Ext-ICD Chronic Kidney Disease (test)

76.24AUC

9

Semi-supervised Regression

MIMIC

2.629MAE

9

Irregularly Sampled Multivariate Time Series (ISMTS) classification

MIMIC-III (test)

85.79AUROC

9

Next-event prediction

MIMIC

0.815Time RMSE

9

Mortality Prediction

MIMIC 30% III (test)

0.646AUROC

9

Page 9 of 22

Popular tasks

Irregular Multivariate Time Series Forecasting Mortality Prediction Classification In-hospital mortality prediction Length-of-Stay Prediction

Follow for updates

Join SOTA2 Contact