ResearchBenchmarksMouth Slightly Open Classification (Sensitive Attribute: Age (Young)) on CelebAMouth Slightly Open Classification (Sensitive Attribute: Age (Young)) on CelebAFollow94AccuracyFairNVT83.39286.14688.991.654Apr 18, 2026Evaluation resultsMethodMethodLinksAccuracyBalanced AccuracyDP DifferenceEOpp DifferenceEO ErrorAttribute AccuracyFairNVT2026.049493.74.60.30.665.8FairViT2026.0493.493.170.80.982.3FairVPT2026.049291.84.41.8187.5Vanilla2026.0484.783.97.41.86.185.2ViT-FSCL2026.0483.882.95.71.52.387.4