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Dementia detection dataset (train)

80.87Unweighted Average AccuracyOurs
70.67873.32475.9778.616Jan 25, 2026

Evaluation results

MethodLinks
Oursground-truth labeling rate (N)=30%2026.0180.87
Oursground-truth labeling rate (N)=25%2026.0179.71
Oursground-truth labeling rate (N)=20%2026.0179.11
Co-trainingground-truth labeling rate (N)=30%2026.0174.73
Decision mergingground-truth labeling rate (N)=30%2026.0174.55
Co-trainingground-truth labeling rate (N)=25%2026.0172.87
Decision mergingground-truth labeling rate (N)=25%2026.0172.7
Co-trainingground-truth labeling rate (N)=20%2026.0172.1
Decision mergingground-truth labeling rate (N)=20%2026.0171.07