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ResearchFormerly WizWand

Image Generation on CelebA (Male split, rho=1.4)

79.76FID$eta$-C-VAE
78.527286.848695.17103.4914Sep 2, 2025
Updated 6mo ago

Evaluation results

MethodLinks
$eta$-C-VAEBeta optimization=optimized, Nu and tau optimization=optimized, Conditioning=true2025.0979.76
$eta$-C-$t^3$VAEBeta optimization=optimized, Nu and tau optimization=optimized, Conditioning=true2025.0981.65
C-$t^3$VAEBeta optimization=none (beta=1), Nu and tau optimization=optimized, Conditioning=true2025.0981.92
$t^3$VAEBeta optimization=none (beta=1), Nu and tau optimization=optimized, Conditioning=false2025.0983.62
$eta$-$t^3$VAEBeta optimization=optimized, Nu and tau optimization=optimized, Conditioning=false2025.0983.83
C-VAEBeta optimization=none (beta=1), Nu and tau optimization=optimized, Conditioning=true2025.0986.17
$eta$-VAEBeta optimization=optimized, Nu and tau optimization=optimized, Conditioning=false2025.0987.96
VAEBeta optimization=none (beta=1), Nu and tau optimization=optimized, Conditioning=false2025.09110.58