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Models/SiD

SiD

Reported on 8 benchmarks across 1 task · 1 paper · 5 SOTA

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

Medical8 results

  • Image GenerationonCIFAR-10
    NFE· 2024-04-05
    1
    best: 2 (TCM)
    SOTA
    Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step GenerationarXiv:2404.04057
  • Image GenerationonAFHQ-v2 64x64
    FID· 2024-04-05
    1.711
    best: 1.276 (SiDA-EDM)
    SOTA
    Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step GenerationarXiv:2404.04057
  • Image GenerationonAFHQ-v2 64x64
    NFE· 2024-04-05
    1
    SOTA
    Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step GenerationarXiv:2404.04057
  • Image GenerationonFFHQ 64x64
    FID· 2024-04-05
    1.55
    best: 1.04 (SiDA-EDM)
    SOTA
    Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step GenerationarXiv:2404.04057
  • Image GenerationonFFHQ 64x64
    NFE· 2024-04-05
    1
    SOTA
    Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step GenerationarXiv:2404.04057
  • Image GenerationonImageNet 64x64
    FID· 2024-04-05
    1.524
    best: 0.92 (SIMS)
    Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step GenerationarXiv:2404.04057
  • Image GenerationonImageNet 64x64
    NFE· 2024-04-05
    1
    best: 126 (SIMS)
    Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step GenerationarXiv:2404.04057
  • Image GenerationonCIFAR-10
    FID· 2024-04-05
    1.71
    best: 1.22 (GMem)
    Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step GenerationarXiv:2404.04057