ResearchBenchmarksWearing Glasses Classification (Sensitive Attribute: Gender (Male)) on CelebAWearing Glasses Classification (Sensitive Attribute: Gender (Male)) on CelebAFollow99.6AccuracyFairNVT98.97699.13899.399.462Apr 18, 2026Evaluation resultsMethodMethodLinksAccuracyBalanced AccuracyDemographic Parity DifferenceEqual Opportunity DifferenceEqual Opportunity GapAttribute AccuracyFairNVT2026.0499.698.711.20.70.753.8FairVPT2026.0499.4979.62.11.298.5Vanilla2026.0499.194.110.85.34.398.7ViT-FSCL2026.0499.19510.83.92.497.9FairViT2026.049998100.80.697.6