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AD vs CN classification research benchmarks · SOTA2 Research

AD vs CN classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ADNI ICA variants average

88.48Average AUC

7

Jun 4, 2026

88AUC

7

Jun 4, 2026

88AUC

7

Jun 4, 2026

89.7AUC

7

Jun 4, 2026

88.3AUC

7

Jun 4, 2026

88.4AUC

7

Jun 4, 2026

ADNI 20%-PCA based variant (train test)

88.3AUC

7

Jun 4, 2026

ADNI 15%-PCA-based variant (train test)

87.5AUC

7

Jun 4, 2026

ADNI 10% PCA-based variant (train test)

88.1AUC

7

Jun 4, 2026

ADNI 5%-PCA variant (train test)

87.4AUC

7

Jun 4, 2026

ADNI 0%-PCA-based variant (train test)

87AUC

7

Jun 4, 2026

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