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ResearchFormerly WizWand

Unconditional Image Generation on LSUN Church (test)

3.86FIDStyleGAN2
2.396412.275722.15532.0343Aug 19, 2021Feb 26, 2022Sep 5, 2022Mar 15, 2023Sep 22, 2023Mar 31, 2024Oct 9, 2024
Updated 8mo ago

Evaluation results

MethodLinks
StyleGAN2Resolution=256x2562021.083.86
DeMe (After Merge)#Iterations=20Kx42024.107.27
ImageBARTResolution=256x2562021.087.32
DCTResolution=256x2562021.087.56
TTResolution=256x2562021.087.81
DDPMResolution=256x2562021.087.89
DeMe (Before Merge)#Iterations=20Kx42024.109.57
ANT-UW#Iterations=80K2024.1010.43
ANT-NashMTL#Iterations=80K2024.1010.45
Before-finetuning2024.1010.69
P2 Weighting#Iterations=80K2024.1010.77
SNR+1#Iterations=80K2024.1010.8
Trun-SNR#Iterations=80K2024.1010.81
Min-SNR#Iterations=80K2024.1010.82
BOSS-6steps=62023.1217.43
Distill-6-Reflowsteps=62023.1234.52
Uniform-Reflowtype=reflow2023.1240.45