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/AttnGAN + OP

AttnGAN + OP

Reported on 12 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Audio6 results

  • 10-shot image generationonCOCO (Common Objects in Context)
    FID· 2019-01-03
    33.35
    best: 5 (RAT-Diffusion)
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686
  • 10-shot image generationonCOCO (Common Objects in Context)
    Inception score· 2019-01-03
    24.76
    best: 34.67 (FuseDream (k=10, 256))
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686
  • 10-shot image generationonCOCO (Common Objects in Context)
    SOA-C· 2019-01-03
    25.46
    best: 61.09 (Lafite)
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    FID· 2019-01-03
    33.35
    best: 5 (RAT-Diffusion)
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    Inception score· 2019-01-03
    24.76
    best: 34.67 (FuseDream (k=10, 256))
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    SOA-C· 2019-01-03
    25.46
    best: 61.09 (Lafite)
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686

Medical3 results

  • Image GenerationonCOCO (Common Objects in Context)
    FID· 2019-01-03
    33.35
    best: 5 (RAT-Diffusion)
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686
  • Image GenerationonCOCO (Common Objects in Context)
    Inception score· 2019-01-03
    24.76
    best: 34.67 (FuseDream (k=10, 256))
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686
  • Image GenerationonCOCO (Common Objects in Context)
    SOA-C· 2019-01-03
    25.46
    best: 61.09 (Lafite)
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686

Natural Language Processing3 results

  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    FID· 2019-01-03
    33.35
    best: 5 (RAT-Diffusion)
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686
  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    Inception score· 2019-01-03
    24.76
    best: 34.67 (FuseDream (k=10, 256))
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686
  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    SOA-C· 2019-01-03
    25.46
    best: 61.09 (Lafite)
    SOTA
    Generating Multiple Objects at Spatially Distinct LocationsarXiv:1901.00686