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Image Generation on LSUN Bedroom 128x128 (30k samples)

5.08FIDLadaGAN
4.64247.596210.5513.5038Nov 27, 2018Oct 5, 2019Aug 13, 2020Jun 22, 2021May 1, 2022Mar 10, 2023Jan 17, 2024

Evaluation results

MethodLinks
LadaGANStep Type=Single-step, Sampling Steps=12024.015.08
GANformerStep Type=Single-step, Sampling Steps=12024.016.51
SS GANStep Type=Single-step, Sampling Steps=12024.0113.3
SS-GAN (SBN)Self-modulated Batch Normalization=True, Self-supervised=Rotation2018.1113.3
SS-GANSelf-supervised=Rotation2018.1113.66
Uncond-GANSpectral Normalization=True2018.1116.02