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ResearchFormerly WizWand

Image Generation on LSUN long-tailed (test)

20.18FIDBigGAN + gSR
19.151626.093333.03539.9767Aug 21, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BigGAN + gSRImbalance Ratio=100, Resolution=64x64, DiffAugment=true, LeCam=true2022.0820.183.67
BigGAN + gSRImbalance Ratio=1000, Resolution=64x64, DiffAugment=true, LeCam=true2022.0824.933.68
SNGAN + gSRImbalance Ratio=100, Resolution=64x64, DiffAugment=true, LeCam=true2022.0828.843.5
SNGAN + gSRImbalance Ratio=1000, Resolution=64x64, DiffAugment=true, LeCam=true2022.0835.763.56
CBGANImbalance Ratio=100, Resolution=64x64, DiffAugment=false, LeCam=false2022.0837.412.82
LSGANImbalance Ratio=100, Resolution=64x64, DiffAugment=true, LeCam=true2022.0837.643.12
SNGANImbalance Ratio=100, Resolution=64x64, DiffAugment=true, LeCam=true2022.0838.173.02
SNGANImbalance Ratio=1000, Resolution=64x64, DiffAugment=true, LeCam=true2022.0838.362.99
BigGANImbalance Ratio=100, Resolution=64x64, DiffAugment=true, LeCam=true2022.0838.654.02
LSGANImbalance Ratio=1000, Resolution=64x64, DiffAugment=true, LeCam=true2022.0841.52.74
CBGANImbalance Ratio=1000, Resolution=64x64, DiffAugment=false, LeCam=false2022.0844.72.77
BigGANImbalance Ratio=1000, Resolution=64x64, DiffAugment=true, LeCam=true2022.0845.893.25