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Models/GLEAN

GLEAN

Reported on 7 benchmarks across 1 task · 2 papers · 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· 2022-06-22
    53.49
    best: 39.58 (DiffBIR)
    SOTA
    Towards Robust Blind Face Restoration with Codebook Lookup TransformerarXiv:2206.11253
  • Blind Face RestorationonWIDER
    FID· 2022-06-22
    47.11
    best: 32.35 (DiffBIR)
    SOTA
    Towards Robust Blind Face Restoration with Codebook Lookup TransformerarXiv:2206.11253
  • Blind Face RestorationonCelebA-Test
    FID· 2022-12-13
    60.3
    best: 37.46 (PMRF)
    DifFace: Blind Face Restoration with Diffused Error ContractionarXiv:2212.06512
  • Blind Face RestorationonCelebA-Test
    IDS· 2022-12-13
    67.13
    best: 86.21 (DFDNet)
    DifFace: Blind Face Restoration with Diffused Error ContractionarXiv:2212.06512
  • Blind Face RestorationonCelebA-Test
    LPIPS· 2022-12-13
    46.9
    best: 29.9 (CodeFormer)
    DifFace: Blind Face Restoration with Diffused Error ContractionarXiv:2212.06512
  • Blind Face RestorationonCelebA-Test
    PSNR· 2022-12-13
    23.41
    best: 26.37 (PMRF)
    DifFace: Blind Face Restoration with Diffused Error ContractionarXiv:2212.06512
  • Blind Face RestorationonCelebA-Test
    SSIM· 2022-12-13
    0.666
    best: 0.7073 (PMRF)
    DifFace: Blind Face Restoration with Diffused Error ContractionarXiv:2212.06512