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Disease risk prediction research benchmarks · SOTA2 Research

Disease risk prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CoTh modality (AD vs. CN)

85.77Precision

12

Feb 26, 2026

CoTh modality AD/LMCI vs. CN/EMCI

74.85Precision

12

Feb 26, 2026

FDG modality AD vs. CN

87.25Precision

12

Feb 26, 2026

FDG AD/LMCI vs. CN/EMCI

70.94Precision

12

Feb 26, 2026

Amyloid modality AD vs. CN

93.09Precision

12

Feb 26, 2026

Amyloid modality AD/LMCI vs. CN/EMCI

83.78Precision

12

Feb 26, 2026

Tau modality AD vs. CN

95.91Precision

12

Feb 26, 2026

Tau modality (AD/LMCI vs. CN/EMCI)

91.58Precision

12

Feb 26, 2026

Simulated data N = 5000 (test)

74.63AUC

6

Jun 9, 2026

Simulated data N = 2000 (test)

75AUC

6

Jun 9, 2026

Wearable Disease Risk

75.9AUC ROC

5

May 18, 2026

UK Biobank T2D n=458,724 (test)

0.628AUC

3

Mar 12, 2026

UK Biobank T1D n=458,724 (test)

67.1AUC

3

Mar 12, 2026

UK Biobank BC n=248,987 (test)

0.661AUC

3

Mar 12, 2026

Popular datasets

UK Biobank Simulated data Tau modality Amyloid modality CoTh

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