ResearchBenchmarksExpression Classification (Sensitive Attribute: Age (Young)) on CelebAExpression Classification (Sensitive Attribute: Age (Young)) on CelebAFollow92.8AccuracyFairNVT88.53689.64390.7591.857Apr 18, 2026Evaluation resultsMethodMethodLinksAccuracyBalanced AccuracyDP DifferenceEOpp DifferenceEO MetricAttribute AccuracyFairNVT2026.0492.892.15.81.72.266.5FairViT2026.0492.591.95.61.82.386.2FairVPT2026.0491.991.41.71.7287.4Vanilla2026.0489.989.4102.16.187.8ViT-FSCL2026.0488.7887.40.72.587.4