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ResearchFormerly WizWand

Attribute Classification on CelebA Attractive Smiling pixel space (test)

66.9Average AccuracyChroma-VAE
52.454456.204759.95563.7053Nov 24, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Chroma-VAEspace=pixel space, training_condition=without shortcut-conflicting samples (corr(Y, S) = 1)2025.1166.953.1
SITARspace=pixel space, training_condition=without shortcut-conflicting samples (corr(Y, S) = 1)2025.1163.6260.95
ERMspace=pixel space, training_condition=without shortcut-conflicting samples (corr(Y, S) = 1)2025.1154.4215.29
JTTspace=pixel space, training_condition=without shortcut-conflicting samples (corr(Y, S) = 1)2025.1154.3620.91
LfFspace=pixel space, training_condition=without shortcut-conflicting samples (corr(Y, S) = 1)2025.1153.0115.49