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ResearchFormerly WizWand

Image Generation on SVHN latent dimension 16 (test)

46.99FIDVAE - OURS
44.00264.17184.34104.509Sep 15, 2022
Updated 8mo ago

Evaluation results

MethodLinks
VAE - OURSSampling=Geometry-aware2022.0946.998485
WAE2022.0949.078085
VAE - GMMLatent Prior=10-component GMM2022.0952.328285
AE - GMMLatent Prior=10-component GMM2022.0954.218283
RAE (L2)Latent Prior=10-component GMM, Regularization=L22022.0958.328279
RAE (GP)Latent Prior=10-component GMM, Regularization=GP2022.0961.437978
RAELatent Prior=10-component GMM2022.0966.27680
VAE - N(0, 1)Latent Prior=N(0, 1)2022.0983.556955
VAMP2022.0991.985563
RAE (SN)Latent Prior=10-component GMM, Regularization=Spectral2022.0995.645363
HVAE2022.0998.056468
AE - N(0, 1)Latent Prior=N(0, 1)2022.09119.655437
RHVAE2022.09121.695541