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Models/GlobalDiff

GlobalDiff

Reported on 9 benchmarks across 1 task · 1 paper · 4 SOTA

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

Computer Vision9 results

  • Image EnhancementonLOL
    Average PSNR· 2023-10-26
    27.83
    best: 29.185 (CFWD)
    SOTA
    Global Structure-Aware Diffusion Process for Low-Light Image EnhancementarXiv:2310.17577
  • Image EnhancementonLOLv2
    LPIPS· 2023-10-26
    0.095
    best: 0.078 (LYT-Net)
    SOTA
    Global Structure-Aware Diffusion Process for Low-Light Image EnhancementarXiv:2310.17577
  • Image EnhancementonLOLv2-synthetic
    LPIPS· 2023-10-26
    0.047
    best: 0.037 (LYT-Net)
    SOTA
    Global Structure-Aware Diffusion Process for Low-Light Image EnhancementarXiv:2310.17577
  • Image EnhancementonLOLv2-synthetic
    SSIM· 2023-10-26
    0.944
    best: 0.958 (GLARE)
    SOTA
    Global Structure-Aware Diffusion Process for Low-Light Image EnhancementarXiv:2310.17577
  • Image EnhancementonLOL
    LPIPS· 2023-10-26
    0.091
    best: 0.069 (BEM_)
    Global Structure-Aware Diffusion Process for Low-Light Image EnhancementarXiv:2310.17577
  • Image EnhancementonLOL
    SSIM· 2023-10-26
    0.877
    best: 0.93 (PyDiff)
    Global Structure-Aware Diffusion Process for Low-Light Image EnhancementarXiv:2310.17577
  • Image EnhancementonLOLv2
    Average PSNR· 2023-10-26
    28.82
    best: 29.855 (CFWD)
    Global Structure-Aware Diffusion Process for Low-Light Image EnhancementarXiv:2310.17577
  • Image EnhancementonLOLv2
    SSIM· 2023-10-26
    0.895
    best: 0.927 (LLFlow)
    Global Structure-Aware Diffusion Process for Low-Light Image EnhancementarXiv:2310.17577
  • Image EnhancementonLOLv2-synthetic
    Average PSNR· 2023-10-26
    28.67
    best: 29.95 (DPEC_)
    Global Structure-Aware Diffusion Process for Low-Light Image EnhancementarXiv:2310.17577