ResearchBenchmarksAttribute Classification on CelebA-HQ (Accuracy, Flip, NLL, ECE)Follow91.2AccuracyMFASSL89.32889.81490.390.786Jul 1, 2026Evaluation ResultsMethodMethodLinksAccuracyFlip AccuracyNLLECEMFASSLBackbone=DINOBackbone=DINO2026.0791.293.60.1712.4MFASSLBackbone=MAEBackbone=MAE2026.0791.1940.162.1MAEBackbone=MAEBackbone=MAE2026.0790.792.10.1822.7MFASSLBackbone=MoCo-v3Backbone=MoCo-v32026.0790.692.80.1862.7DINOBackbone=DINOBackbone=DINO2026.0790.391.50.1953.1MoCo-v3Backbone=MoCo-v3Backbone=MoCo-v32026.0789.490.60.2143.5