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AD vs. HC classification research benchmarks · SOTA2 Research

AD vs. HC classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ADNI 80% missing rate cohort (test)

77.5Accuracy

9

Mar 11, 2026

ADNI 60% missing rate cohort (test)

87.8Accuracy

9

Mar 11, 2026

ADNI 40% missing rate cohort (test)

88.9Accuracy

9

Mar 11, 2026

ADNI 20% missing rate cohort (test)

89.4Accuracy

9

Mar 11, 2026

EEG AD vs HC (summary)

Geometry-shaped

87.1SRC Balanced Accuracy

4

May 29, 2026

ADNI 0% missing rate cohort (test)

92Accuracy

1

Mar 11, 2026

—

—Primary metric

0

Feb 26, 2026

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