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Models/StyleDiffusion+Prompt-to-Prompt

StyleDiffusion+Prompt-to-Prompt

Reported on 16 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.

Audio8 results

  • 10-shot image generationonPIE-Bench
    Background LPIPS· 2023-03-28
    66.1
    best: 9.92 (KV-Edit)
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • 10-shot image generationonPIE-Bench
    Background PSNR· 2023-03-28
    26.05
    best: 35.87 (KV-Edit)
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • 10-shot image generationonPIE-Bench
    CLIPSIM· 2023-03-28
    24.78
    best: 27.33 (FireFlow (Add Q))
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • 10-shot image generationonPIE-Bench
    Structure Distance· 2023-03-28
    11.65
    best: 70.9 (FireFlow (Add Q))
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • 1 Image, 2*2 StitchionPIE-Bench
    Background LPIPS· 2023-03-28
    66.1
    best: 9.92 (KV-Edit)
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • 1 Image, 2*2 StitchionPIE-Bench
    Background PSNR· 2023-03-28
    26.05
    best: 35.87 (KV-Edit)
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • 1 Image, 2*2 StitchionPIE-Bench
    CLIPSIM· 2023-03-28
    24.78
    best: 27.33 (FireFlow (Add Q))
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • 1 Image, 2*2 StitchionPIE-Bench
    Structure Distance· 2023-03-28
    11.65
    best: 70.9 (FireFlow (Add Q))
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649

Medical4 results

  • Image GenerationonPIE-Bench
    Background LPIPS· 2023-03-28
    66.1
    best: 9.92 (KV-Edit)
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • Image GenerationonPIE-Bench
    Background PSNR· 2023-03-28
    26.05
    best: 35.87 (KV-Edit)
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • Image GenerationonPIE-Bench
    CLIPSIM· 2023-03-28
    24.78
    best: 27.33 (FireFlow (Add Q))
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • Image GenerationonPIE-Bench
    Structure Distance· 2023-03-28
    11.65
    best: 70.9 (FireFlow (Add Q))
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649

Natural Language Processing4 results

  • Text-to-Image GenerationonPIE-Bench
    Background LPIPS· 2023-03-28
    66.1
    best: 9.92 (KV-Edit)
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • Text-to-Image GenerationonPIE-Bench
    Background PSNR· 2023-03-28
    26.05
    best: 35.87 (KV-Edit)
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • Text-to-Image GenerationonPIE-Bench
    CLIPSIM· 2023-03-28
    24.78
    best: 27.33 (FireFlow (Add Q))
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649
  • Text-to-Image GenerationonPIE-Bench
    Structure Distance· 2023-03-28
    11.65
    best: 70.9 (FireFlow (Add Q))
    StyleDiffusion: Prompt-Embedding Inversion for Text-Based EditingarXiv:2303.15649