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ResearchFormerly WizWand

Unconditional Image Generation on LSUN-Bedroom (test)

2.35FIDStyleGAN2
2.18283.31144.445.5686Aug 19, 2021Feb 26, 2022Sep 5, 2022Mar 15, 2023Sep 22, 2023Mar 31, 2024Oct 9, 2024
Updated 8mo ago

Evaluation results

MethodLinks
StyleGAN2Resolution=256x2562021.082.35
DDPMResolution=256x2562021.084.9
ImageBARTResolution=256x2562021.085.51
DeMe (After Merge)#Iterations=20Kx42024.105.84
DeMe (Before Merge)#Iterations=20Kx42024.105.87
TTResolution=256x2562021.086.35
DCTResolution=256x2562021.086.4
SNR+1#Iterations=80K2024.106.41
Min-SNR#Iterations=80K2024.106.41
Trun-SNR#Iterations=80K2024.106.42
ANT-NashMTL#Iterations=80K2024.106.43
Before-finetuning2024.106.46
ANT-UW#Iterations=80K2024.106.48
P2 Weighting#Iterations=80K2024.106.53