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Models/NÜWA (256 x 256)

NÜWA (256 x 256)

Reported on 8 benchmarks across 4 tasks · 1 paper

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

Audio4 results

  • 10-shot image generationonCOCO (Common Objects in Context)
    FID· 2021-11-24
    12.9
    best: 5 (RAT-Diffusion)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • 10-shot image generationonCOCO (Common Objects in Context)
    Inception score· 2021-11-24
    27.2
    best: 34.67 (FuseDream (k=10, 256))
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    FID· 2021-11-24
    12.9
    best: 5 (RAT-Diffusion)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    Inception score· 2021-11-24
    27.2
    best: 34.67 (FuseDream (k=10, 256))
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417

Medical2 results

  • Image GenerationonCOCO (Common Objects in Context)
    FID· 2021-11-24
    12.9
    best: 5 (RAT-Diffusion)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • Image GenerationonCOCO (Common Objects in Context)
    Inception score· 2021-11-24
    27.2
    best: 34.67 (FuseDream (k=10, 256))
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417

Natural Language Processing2 results

  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    FID· 2021-11-24
    12.9
    best: 5 (RAT-Diffusion)
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417
  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    Inception score· 2021-11-24
    27.2
    best: 34.67 (FuseDream (k=10, 256))
    NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionarXiv:2111.12417