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Alzheimer's disease classification research benchmarks – Page 2 · SOTA2 Research

Alzheimer's disease classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Clinical + MRI + APOE

91AUC

1

Jun 4, 2026

ADNI 8 clinical features (test)

XGBoost + Optuna

0.982AUC

1

Jun 4, 2026

OASIS-1 235 subjects (5-fold subject CV)

Multi-modal 3D CNN

72.34Accuracy

1

Mar 19, 2026

OASIS-1 200 subjects (subject-level split)

VGG16, VGG19, ResNet-18

66Accuracy

1

Mar 19, 2026

OASIS-1 416 subjects (subject-level 5-fold CV)

InceptionV3, Xception

63Accuracy

1

Mar 19, 2026

OASIS-1 (80:20)

PseudoColorViT-Alz

99.79Accuracy

1

Feb 26, 2026

ADNI 859 (test)

58.6Accuracy

1

Feb 26, 2026

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