TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/π-GAN

π-GAN

Reported on 8 benchmarks across 1 task · 1 paper · 4 SOTA

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

Medical8 results

  • Image GenerationonARKitScenes
    FID· 2022-07-27
    134.8
    best: 37.35 (GAUDI)
    SOTA
    GAUDI: A Neural Architect for Immersive 3D Scene GenerationarXiv:2207.13751
  • Image GenerationonARKitScenes
    FID (SwAV)· 2022-07-27
    15.58
    best: 4.14 (GAUDI)
    SOTA
    GAUDI: A Neural Architect for Immersive 3D Scene GenerationarXiv:2207.13751
  • Image GenerationonVLN-CE
    FID· 2022-07-27
    151.26
    best: 18.52 (GAUDI)
    SOTA
    GAUDI: A Neural Architect for Immersive 3D Scene GenerationarXiv:2207.13751
  • Image GenerationonVLN-CE
    FID (SwAV)· 2022-07-27
    14.07
    best: 3.63 (GAUDI)
    SOTA
    GAUDI: A Neural Architect for Immersive 3D Scene GenerationarXiv:2207.13751
  • Image GenerationonVizDoom
    FID· 2022-07-27
    143.55
    best: 33.7 (GAUDI)
    GAUDI: A Neural Architect for Immersive 3D Scene GenerationarXiv:2207.13751
  • Image GenerationonVizDoom
    FID (SwAV)· 2022-07-27
    15.26
    best: 3.24 (GAUDI)
    GAUDI: A Neural Architect for Immersive 3D Scene GenerationarXiv:2207.13751
  • Image GenerationonReplica
    FID· 2022-07-27
    166.55
    best: 18.75 (GAUDI)
    GAUDI: A Neural Architect for Immersive 3D Scene GenerationarXiv:2207.13751
  • Image GenerationonReplica
    FID (SwAV)· 2022-07-27
    13.17
    best: 1.76 (GAUDI)
    GAUDI: A Neural Architect for Immersive 3D Scene GenerationarXiv:2207.13751