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Models/LCDG (Color, evaluated under image palette)

LCDG (Color, evaluated under image palette)

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

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 2017 val
    FID· 2023-05-19
    20.61
    best: 20.27 (LCDG)
    SOTA
    LaCon: Late-Constraint Diffusion for Steerable Guided Image SynthesisarXiv:2305.11520
  • 1 Image, 2*2 StitchionCOCO 2017 val
    FID· 2023-05-19
    20.61
    best: 20.27 (LCDG)
    SOTA
    LaCon: Late-Constraint Diffusion for Steerable Guided Image SynthesisarXiv:2305.11520
  • 10-shot image generationonCOCO 2017 val
    CLIP Score· 2023-05-19
    0.258
    best: 0.2673 (SD (text))
    LaCon: Late-Constraint Diffusion for Steerable Guided Image SynthesisarXiv:2305.11520
  • 1 Image, 2*2 StitchionCOCO 2017 val
    CLIP Score· 2023-05-19
    0.258
    best: 0.2673 (SD (text))
    LaCon: Late-Constraint Diffusion for Steerable Guided Image SynthesisarXiv:2305.11520

Medical2 results

  • Image GenerationonCOCO 2017 val
    FID· 2023-05-19
    20.61
    best: 20.27 (LCDG)
    SOTA
    LaCon: Late-Constraint Diffusion for Steerable Guided Image SynthesisarXiv:2305.11520
  • Image GenerationonCOCO 2017 val
    CLIP Score· 2023-05-19
    0.258
    best: 0.2673 (SD (text))
    LaCon: Late-Constraint Diffusion for Steerable Guided Image SynthesisarXiv:2305.11520

Natural Language Processing2 results

  • Text-to-Image GenerationonCOCO 2017 val
    FID· 2023-05-19
    20.61
    best: 20.27 (LCDG)
    SOTA
    LaCon: Late-Constraint Diffusion for Steerable Guided Image SynthesisarXiv:2305.11520
  • Text-to-Image GenerationonCOCO 2017 val
    CLIP Score· 2023-05-19
    0.258
    best: 0.2673 (SD (text))
    LaCon: Late-Constraint Diffusion for Steerable Guided Image SynthesisarXiv:2305.11520