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Models/DiffBIR

DiffBIR

Reported on 7 benchmarks across 1 task · 1 paper · 2 SOTA

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

Computer Vision7 results

  • Blind Face RestorationonLFW
    FID· 2023-08-29
    39.58
    SOTA
    DiffBIR: Towards Blind Image Restoration with Generative Diffusion PriorarXiv:2308.15070
  • Blind Face RestorationonWIDER
    FID· 2023-08-29
    32.35
    SOTA
    DiffBIR: Towards Blind Image Restoration with Generative Diffusion PriorarXiv:2308.15070
  • Blind Face RestorationonCelebA-Test
    FID· 2023-08-29
    59.06
    best: 37.46 (PMRF)
    DiffBIR: Towards Blind Image Restoration with Generative Diffusion PriorarXiv:2308.15070
  • Blind Face RestorationonCelebA-Test
    IDS· 2023-08-29
    51
    best: 86.21 (DFDNet)
    DiffBIR: Towards Blind Image Restoration with Generative Diffusion PriorarXiv:2308.15070
  • Blind Face RestorationonCelebA-Test
    LPIPS· 2023-08-29
    45.73
    best: 29.9 (CodeFormer)
    DiffBIR: Towards Blind Image Restoration with Generative Diffusion PriorarXiv:2308.15070
  • Blind Face RestorationonCelebA-Test
    PSNR· 2023-08-29
    21.7509
    best: 26.37 (PMRF)
    DiffBIR: Towards Blind Image Restoration with Generative Diffusion PriorarXiv:2308.15070
  • Blind Face RestorationonCelebA-Test
    SSIM· 2023-08-29
    0.5971
    best: 0.7073 (PMRF)
    DiffBIR: Towards Blind Image Restoration with Generative Diffusion PriorarXiv:2308.15070