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Models/EGSDE

EGSDE

Reported on 9 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision3 results

  • Image-to-Image TranslationonAFHQ (Wild to Dog)
    FID· 2022-07-14
    50.43
    SOTA
    EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential EquationsarXiv:2207.06635
  • Image-to-Image TranslationonAFHQ (Cat to Dog)
    FID· 2022-07-14
    51.04
    SOTA
    EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential EquationsarXiv:2207.06635
  • Image-to-Image TranslationonCelebA-HQ
    FID· 2022-07-14
    30.61
    best: 13.73 (StarGAN v2)
    EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential EquationsarXiv:2207.06635

Medical3 results

  • Image GenerationonAFHQ (Wild to Dog)
    FID· 2022-07-14
    50.43
    SOTA
    EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential EquationsarXiv:2207.06635
  • Image GenerationonAFHQ (Cat to Dog)
    FID· 2022-07-14
    51.04
    SOTA
    EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential EquationsarXiv:2207.06635
  • Image GenerationonCelebA-HQ
    FID· 2022-07-14
    30.61
    best: 4.86 (MAT)
    EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential EquationsarXiv:2207.06635

Miscellaneous3 results

  • 1 Image, 2*2 StitchingonAFHQ (Wild to Dog)
    FID· 2022-07-14
    50.43
    SOTA
    EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential EquationsarXiv:2207.06635
  • 1 Image, 2*2 StitchingonAFHQ (Cat to Dog)
    FID· 2022-07-14
    51.04
    SOTA
    EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential EquationsarXiv:2207.06635
  • 1 Image, 2*2 StitchingonCelebA-HQ
    FID· 2022-07-14
    30.61
    best: 13.73 (StarGAN v2)
    EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential EquationsarXiv:2207.06635