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Models/OC-GAN

OC-GAN

Reported on 14 benchmarks across 1 task · 1 paper · 12 SOTA

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

Medical14 results

  • Image GenerationonCOCO-Stuff 128x128
    Inception Score· 2020-03-16
    14.6
    best: 15.62 (CAL2IM)
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonCOCO-Stuff 128x128
    SceneFID· 2020-03-16
    16.76
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonCOCO-Stuff 64x64
    FID· 2020-03-16
    29.57
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonCOCO-Stuff 64x64
    Inception Score· 2020-03-16
    10.8
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonVisual Genome 64x64
    FID· 2020-03-16
    20.27
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonVisual Genome 64x64
    Inception Score· 2020-03-16
    9.3
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonCOCO-Stuff 256x256
    FID· 2020-03-16
    41.65
    best: 31.68 (LayoutDiffusion (25steps))
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonCOCO-Stuff 256x256
    Inception Score· 2020-03-16
    17.8
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonVisual Genome 128x128
    FID· 2020-03-16
    28.26
    best: 16.35 (LayoutDiffusion)
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonVisual Genome 128x128
    Inception Score· 2020-03-16
    12.3
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonVisual Genome 128x128
    SceneFID· 2020-03-16
    9.63
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonVisual Genome 256x256
    Inception Score· 2020-03-16
    14.7
    SOTA
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonCOCO-Stuff 128x128
    FID· 2020-03-16
    36.31
    best: 22.32 (CAL2IM)
    Object-Centric Image Generation from LayoutsarXiv:2003.07449
  • Image GenerationonVisual Genome 256x256
    FID· 2020-03-16
    40.85
    best: 15.63 (LayoutDiffusion)
    Object-Centric Image Generation from LayoutsarXiv:2003.07449