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Models/PSFRGAN

PSFRGAN

Reported on 9 benchmarks across 1 task · 3 papers · 3 SOTA

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

Computer Vision13 results

  • Blind Face RestorationonLFW
    FID· 2022-06-22
    51.89
    best: 39.58 (DiffBIR)
    SOTA
    Towards Robust Blind Face Restoration with Codebook Lookup TransformerarXiv:2206.11253
  • Blind Face RestorationonWIDER
    FID· 2022-06-22
    51.16
    best: 32.35 (DiffBIR)
    SOTA
    Towards Robust Blind Face Restoration with Codebook Lookup TransformerarXiv:2206.11253
  • Blind Face RestorationonCelebA-Test
    FID· 2020-09-18
    47.59
    best: 37.46 (PMRF)
    SOTA
    Progressive Semantic-Aware Style Transformation for Blind Face RestorationarXiv:2009.08709
  • Blind Face RestorationonCelebA-Test
    FID· 2022-12-13
    52.14
    best: 37.46 (PMRF)
    DifFace: Blind Face Restoration with Diffused Error ContractionarXiv:2212.06512
  • Blind Face RestorationonCelebA-Test
    IDS· 2022-12-13
    68.14
    best: 86.21 (DFDNet)
    DifFace: Blind Face Restoration with Diffused Error ContractionarXiv:2212.06512
  • Blind Face RestorationonCelebA-Test
    LPIPS· 2022-12-13
    50
    best: 29.9 (CodeFormer)
    DifFace: Blind Face Restoration with Diffused Error ContractionarXiv:2212.06512
  • Blind Face RestorationonCelebA-Test
    PSNR· 2022-12-13
    22.74
    best: 26.37 (PMRF)
    DifFace: Blind Face Restoration with Diffused Error ContractionarXiv:2212.06512
  • Blind Face RestorationonCelebA-Test
    SSIM· 2022-12-13
    0.63
    best: 0.7073 (PMRF)
    DifFace: Blind Face Restoration with Diffused Error ContractionarXiv:2212.06512
  • Blind Face RestorationonCelebA-Test
    Deg.· 2020-09-18
    39.69
    best: 55.45 (mGANprior)
    Progressive Semantic-Aware Style Transformation for Blind Face RestorationarXiv:2009.08709
  • Blind Face RestorationonCelebA-Test
    LPIPS· 2020-09-18
    42.4
    best: 29.9 (CodeFormer)
    Progressive Semantic-Aware Style Transformation for Blind Face RestorationarXiv:2009.08709
  • Blind Face RestorationonCelebA-Test
    NIQE· 2020-09-18
    5.123
    best: 6.422 (mGANprior)
    Progressive Semantic-Aware Style Transformation for Blind Face RestorationarXiv:2009.08709
  • Blind Face RestorationonCelebA-Test
    PSNR· 2020-09-18
    24.71
    best: 26.37 (PMRF)
    Progressive Semantic-Aware Style Transformation for Blind Face RestorationarXiv:2009.08709
  • Blind Face RestorationonCelebA-Test
    SSIM· 2020-09-18
    0.6557
    best: 0.7073 (PMRF)
    Progressive Semantic-Aware Style Transformation for Blind Face RestorationarXiv:2009.08709