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Models/Projected GAN

Projected GAN

Reported on 18 benchmarks across 2 tasks · 1 paper · 16 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical17 results

  • Image GenerationonCLEVR
    FID-5k-training-steps· 2021-11-01
    0.89
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonCUB 128 x 128
    FID· 2021-11-01
    2.79
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonLSUN Cat 256 x 256
    FID· 2021-11-01
    3.89
    best: 3.87 (Vision-aided GAN)
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonLSUN Horse 256 x 256
    FID· 2021-11-01
    2.17
    best: 2.15 (Vision-aided GAN)
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonAFHQ Wild
    FID· 2021-11-01
    2.17
    best: 1.51 (Diffusion InsGen)
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonPokemon 1024x1024
    FID· 2021-11-01
    33.96
    best: 25.47 (StyleGAN-XL)
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonCityscapes
    FID-10k-training-steps· 2021-11-01
    3.41
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonADE-Indoor
    FID· 2021-11-01
    6.7
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonOxford 102 Flowers 256 x 256
    FID· 2021-11-01
    3.86
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonAFHQ Dog
    FID· 2021-11-01
    4.52
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonAFHQ Cat
    FID· 2021-11-01
    2.16
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonLSUN Bedroom 256 x 256
    FID· 2021-11-01
    1.52
    best: 1.43 (Diffusion ProjectedGAN)
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonLSUN Bedroom 256 x 256
    FID-10k-training-steps· 2021-11-01
    1.52
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonStanford Dogs
    FID· 2021-11-01
    11.75
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonPokemon 256x256
    FID· 2021-11-01
    26.36
    best: 23.97 (StyleGAN-XL)
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonLSUN Churches 256 x 256
    FID· 2021-11-01
    1.59
    SOTA
    Projected GANs Converge FasterarXiv:2111.01007
  • Image GenerationonArtBench-10 (32x32)
    FID· 2021-11-01
    11.837
    best: 2.625 (StyleGAN2 + ADA)
    Projected GANs Converge FasterarXiv:2111.01007

Computer Vision1 result

  • Conditional Image GenerationonArtBench-10 (32x32)
    FID· 2021-11-01
    11.837
    best: 2.625 (StyleGAN2 + ADA)
    Projected GANs Converge FasterarXiv:2111.01007