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Models/Lafite (zero-shot)

Lafite (zero-shot)

Reported on 24 benchmarks across 4 tasks · 1 paper · 8 SOTA

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

Audio12 results

  • 10-shot image generationonCOCO (Common Objects in Context)
    FID-4· 2021-11-27
    15.72
    SOTA
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • 10-shot image generationonCOCO (Common Objects in Context)
    FID-8· 2021-11-27
    14.79
    SOTA
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    FID-4· 2021-11-27
    15.72
    SOTA
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    FID-8· 2021-11-27
    14.79
    SOTA
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • 10-shot image generationonCOCO (Common Objects in Context)
    FID· 2021-11-27
    26.94
    best: 5 (RAT-Diffusion)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • 10-shot image generationonCOCO (Common Objects in Context)
    FID-1· 2021-11-27
    22.97
    best: 19.4 (CogView)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • 10-shot image generationonCOCO (Common Objects in Context)
    FID-2· 2021-11-27
    18.7
    best: 13.9 (CogView)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • 10-shot image generationonCOCO (Common Objects in Context)
    Inception score· 2021-11-27
    26.02
    best: 34.67 (FuseDream (k=10, 256))
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    FID· 2021-11-27
    26.94
    best: 5 (RAT-Diffusion)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    FID-1· 2021-11-27
    22.97
    best: 19.4 (CogView)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    FID-2· 2021-11-27
    18.7
    best: 13.9 (CogView)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • 1 Image, 2*2 StitchionCOCO (Common Objects in Context)
    Inception score· 2021-11-27
    26.02
    best: 34.67 (FuseDream (k=10, 256))
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792

Medical6 results

  • Image GenerationonCOCO (Common Objects in Context)
    FID-4· 2021-11-27
    15.72
    SOTA
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • Image GenerationonCOCO (Common Objects in Context)
    FID-8· 2021-11-27
    14.79
    SOTA
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • Image GenerationonCOCO (Common Objects in Context)
    FID· 2021-11-27
    26.94
    best: 5 (RAT-Diffusion)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • Image GenerationonCOCO (Common Objects in Context)
    FID-1· 2021-11-27
    22.97
    best: 19.4 (CogView)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • Image GenerationonCOCO (Common Objects in Context)
    FID-2· 2021-11-27
    18.7
    best: 13.9 (CogView)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • Image GenerationonCOCO (Common Objects in Context)
    Inception score· 2021-11-27
    26.02
    best: 34.67 (FuseDream (k=10, 256))
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792

Natural Language Processing6 results

  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    FID-4· 2021-11-27
    15.72
    SOTA
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    FID-8· 2021-11-27
    14.79
    SOTA
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    FID· 2021-11-27
    26.94
    best: 5 (RAT-Diffusion)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    FID-1· 2021-11-27
    22.97
    best: 19.4 (CogView)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    FID-2· 2021-11-27
    18.7
    best: 13.9 (CogView)
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792
  • Text-to-Image GenerationonCOCO (Common Objects in Context)
    Inception score· 2021-11-27
    26.02
    best: 34.67 (FuseDream (k=10, 256))
    LAFITE: Towards Language-Free Training for Text-to-Image GenerationarXiv:2111.13792