ResearchBenchmarksMouth Slightly Open Classification (Sensitive Attribute: Gender (Male)) on CelebAMouth Slightly Open Classification (Sensitive Attribute: Gender (Male)) on CelebAFollow93.7AccuracyFairNVT82.15685.15388.1591.147Apr 18, 2026Evaluation resultsMethodMethodLinksAccuracyBalanced AccuracyDemographic ParityEqual Opportunity DifferenceEqual OpportunityAttribute AccuracyFairNVT2026.0493.793.76.30.91.552.4FairViT2026.0493.493.391.61.596.1FairVPT2026.0492.792.79.30.30.698.5Vanilla2026.0485.585.29.64.74.698.7ViT-FSCL2026.0482.681.87.51.32.597.6