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ResearchFormerly WizWand

Generative Image Synthesis on TinyImageNet

15.43FIDDense Baseline
14.726819.473424.2228.9666Feb 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Dense BaselineArchitecture=BigGAN, Generator density=100%, Discriminator density=100%2023.0215.43
ADAPT_strictArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.0216.02
ADAPT_strictArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.0216.93
ADAPT_strictArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.0217.37
SDST-Balance-RigLArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.0217.45
SDST-Strong-RigLArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.0217.45
STATIC-BalanceArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.0217.51
STATIC-StrongArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.0217.51
STATIC-StrongArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.0217.9
SDST-Strong-RigLArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.0218.29
SDST-Balance-RigLArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.0218.57
STATIC-BalanceArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.0218.86
ADAPT_strictArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.0218.89
SDST-Balance-RigLArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.0219.33
SDST-Strong-SETArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.0220.24
SDST-Strong-RigLArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.0220.43
SDST-Balance-SETArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.0221.2
SDST-Strong-SETArchitecture=BigGAN, Generator density=50%, Discriminator density constraint=< 50%2023.0221.2
SDST-Balance-SETArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.0221.3
SDST-Balance-RigLArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.0221.6
STATIC-BalanceArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.0221.67
SDST-Balance-SETArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.0221.8
SDST-Strong-RigLArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.0221.9
SDST-Strong-SETArchitecture=BigGAN, Generator density=30%, Discriminator density constraint=< 50%2023.0222
SDST-Strong-SETArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.0222.68
STATIC-StrongArchitecture=BigGAN, Generator density=20%, Discriminator density constraint=< 50%2023.0223.93
SDST-Balance-SETArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.0225.39
STATIC-BalanceArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.0228.78
STATIC-StrongArchitecture=BigGAN, Generator density=10%, Discriminator density constraint=< 50%2023.0233.01