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Alzheimer's disease diagnosis research benchmarks · SOTA2 Research

Alzheimer's disease diagnosis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

96AUC

60

Jun 11, 2026

87.43Accuracy

21

May 7, 2026

ADNI Class Balanced (test)

98Precision

18

Jul 3, 2026

ADNI cohort (five-fold cross-validation)

71.92Accuracy

15

Jul 9, 2026

AD-MultiSense CN vs. MCI

92.82Accuracy

14

Mar 26, 2026

AD-MultiSense CN vs. CI

93.33Accuracy

14

Mar 26, 2026

71.79Balanced Accuracy

10

Mar 4, 2026

72.8Accuracy

10

Feb 26, 2026

81.7Accuracy

10

Feb 26, 2026

ADNI (10-fold cross-val)

80.3AUROC

6

Feb 26, 2026

85.85Accuracy

3

Jun 11, 2026

Popular datasets

ADNI AD-MultiSense ROSMAP AIBL NACC

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