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Papers Benchmarks Datasets Tasks

Disease Progression Prediction research benchmarks · SOTA2 Research

Disease Progression Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

In-house PPA dev (test)

LogSparse Transformer

79.58Accuracy

44

Feb 26, 2026

Dutch Data Warehouse (DDW) March 2021 (test)

Latent Hybridisation Model

0.511RMSE

32

Feb 26, 2026

AREDS and AREDS2 (test)

0.101IBS Score

14

Feb 26, 2026

41.4A F1

7

Feb 27, 2026

Parkinson's telemonitoring (test)

Contextual group lasso

0.113Relative Loss

5

Feb 26, 2026

Hypertension to Heart Failure (test)

85.6AUC

3

Apr 21, 2026

Hypertension to Chronic Kidney Disease Stage 3+ (test)

82AUC

3

Apr 21, 2026

Hypertension to Atrial Fibrillation (test)

0.796AUC

3

Apr 21, 2026

Heart Failure to Acute Kidney Failure (test)

0.724AUC

3

Apr 21, 2026

Heart Failure Mortality (test)

76.6AUC

3

Apr 21, 2026

Chronic Ischemic Heart Disease to Heart Failure (test)

76.8AUC

3

Apr 21, 2026

Chronic Ischemic Heart Disease to Acute Myocardial Infarction (test)

0.604AUC

3

Apr 21, 2026

Atrial Fibrillation to Ischemic Stroke (test)

0.677AUC

3

Apr 21, 2026

Aortic Stenosis Mortality (test)

0.825AUC

3

Apr 21, 2026

Paroxysmal to Persistent Afib (test)

0.517AUC

1

Apr 21, 2026

Popular datasets

In-house PPA Dutch Data Warehouse (DDW)Parkinson's telemonitoring L-MIMIC AREDS

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