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Models/LostGAN

LostGAN

Reported on 10 benchmarks across 1 task · 1 paper · 9 SOTA

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

Medical10 results

  • Image GenerationonCOCO-Stuff 128x128
    FID· 2019-08-20
    29.65
    best: 22.32 (CAL2IM)
    SOTA
    Image Synthesis From Reconfigurable Layout and StylearXiv:1908.07500
  • Image GenerationonCOCO-Stuff 128x128
    Inception Score· 2019-08-20
    13.8
    best: 15.62 (CAL2IM)
    SOTA
    Image Synthesis From Reconfigurable Layout and StylearXiv:1908.07500
  • Image GenerationonCOCO-Stuff 128x128
    SceneFID· 2019-08-20
    20.03
    best: 16.76 (OC-GAN)
    SOTA
    Image Synthesis From Reconfigurable Layout and StylearXiv:1908.07500
  • Image GenerationonCOCO-Stuff 64x64
    FID· 2019-08-20
    34.31
    best: 29.57 (OC-GAN)
    SOTA
    Image Synthesis From Reconfigurable Layout and StylearXiv:1908.07500
  • Image GenerationonCOCO-Stuff 64x64
    Inception Score· 2019-08-20
    9.8
    best: 10.8 (OC-GAN)
    SOTA
    Image Synthesis From Reconfigurable Layout and StylearXiv:1908.07500
  • Image GenerationonVisual Genome 64x64
    Inception Score· 2019-08-20
    8.7
    best: 9.3 (OC-GAN)
    SOTA
    Image Synthesis From Reconfigurable Layout and StylearXiv:1908.07500
  • Image GenerationonVisual Genome 128x128
    FID· 2019-08-20
    29.36
    best: 16.35 (LayoutDiffusion)
    SOTA
    Image Synthesis From Reconfigurable Layout and StylearXiv:1908.07500
  • Image GenerationonVisual Genome 128x128
    Inception Score· 2019-08-20
    11.1
    best: 12.3 (OC-GAN)
    SOTA
    Image Synthesis From Reconfigurable Layout and StylearXiv:1908.07500
  • Image GenerationonVisual Genome 128x128
    SceneFID· 2019-08-20
    13.17
    best: 9.63 (OC-GAN)
    SOTA
    Image Synthesis From Reconfigurable Layout and StylearXiv:1908.07500
  • Image GenerationonVisual Genome 64x64
    FID· 2019-08-20
    34.75
    best: 20.27 (OC-GAN)
    Image Synthesis From Reconfigurable Layout and StylearXiv:1908.07500