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ResearchFormerly WizWand

Unconditional Image Synthesis on FFHQ

3.62FIDSeQ-GAN + NAR
3.24245.79128.3410.8888Nov 29, 2021Jan 30, 2022Apr 2, 2022Jun 3, 2022Aug 4, 2022Oct 5, 2022Dec 6, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SeQ-GAN + NARParams=57.9M + 171M, Steps=122022.123.62
StyleGAN22021.113.8
StyleGAN2Params=30M, Steps=12022.123.8
VIT-VQGANParams=64M + 1697M, Steps=10242022.125.3
VQ-Diffusion2021.116.33
MoVQ + ARParams=82.7M + 307M, Steps=10242022.128.52
MoVQ + NARParams=82.7M + 307M, Steps=122022.128.78
ImageBART2021.119.57
ImageBARTParams=-, Steps=10242022.129.57
VQGAN2021.119.6
RQ-VAEParams=100M + 370M†/650M‡, Steps=2562022.1210.38
VQGANParams=72.1M + 801M, Steps=2562022.1211.4
BigGAN2021.1112.4
BigGANParams=164M, Steps=12022.1212.4
DCTParams=473M†/448M‡, Steps=>10242022.1213.06