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Models/MUNIT

MUNIT

Reported on 18 benchmarks across 3 tasks · 1 paper · 18 SOTA

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

Computer Vision6 results

  • Image-to-Image TranslationonEdge-to-Shoes
    Diversity· 2018-04-12
    0.109
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • Image-to-Image TranslationonCats-and-Dogs
    CIS· 2018-04-12
    1.039
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • Image-to-Image TranslationonCats-and-Dogs
    IS· 2018-04-12
    1.05
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • Image-to-Image TranslationonEdge-to-Handbags
    Diversity· 2018-04-12
    0.175
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • Image-to-Image TranslationonCelebA-HQ
    FID· 2018-04-12
    31.4
    best: 13.73 (StarGAN v2)
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • Image-to-Image TranslationonAFHQ
    FID· 2018-04-12
    41.5
    best: 16.2 (StarGAN v2)
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732

Medical6 results

  • Image GenerationonEdge-to-Shoes
    Diversity· 2018-04-12
    0.109
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • Image GenerationonCats-and-Dogs
    CIS· 2018-04-12
    1.039
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • Image GenerationonCats-and-Dogs
    IS· 2018-04-12
    1.05
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • Image GenerationonEdge-to-Handbags
    Diversity· 2018-04-12
    0.175
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • Image GenerationonCelebA-HQ
    FID· 2018-04-12
    31.4
    best: 4.86 (MAT)
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • Image GenerationonAFHQ
    FID· 2018-04-12
    41.5
    best: 16.2 (StarGAN v2)
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732

Miscellaneous6 results

  • 1 Image, 2*2 StitchingonEdge-to-Shoes
    Diversity· 2018-04-12
    0.109
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • 1 Image, 2*2 StitchingonCats-and-Dogs
    CIS· 2018-04-12
    1.039
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • 1 Image, 2*2 StitchingonCats-and-Dogs
    IS· 2018-04-12
    1.05
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • 1 Image, 2*2 StitchingonEdge-to-Handbags
    Diversity· 2018-04-12
    0.175
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • 1 Image, 2*2 StitchingonCelebA-HQ
    FID· 2018-04-12
    31.4
    best: 13.73 (StarGAN v2)
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732
  • 1 Image, 2*2 StitchingonAFHQ
    FID· 2018-04-12
    41.5
    best: 16.2 (StarGAN v2)
    SOTA
    Multimodal Unsupervised Image-to-Image TranslationarXiv:1804.04732