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Models/FoD

FoD

Reported on 8 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Computer Vision8 results

  • Image EnhancementonLOL
    FID· 2025-05-22
    41.31
    SOTA
    Forward-only Diffusion Probabilistic ModelsarXiv:2505.16733
  • Rain RemovalonRain100H
    FID· 2025-05-22
    14.1
    SOTA
    Forward-only Diffusion Probabilistic ModelsarXiv:2505.16733
  • Rain RemovalonRain100H
    LPIPS· 2025-05-22
    0.038
    SOTA
    Forward-only Diffusion Probabilistic ModelsarXiv:2505.16733
  • Image EnhancementonLOL
    Average PSNR· 2025-05-22
    21.61
    best: 29.185 (CFWD)
    Forward-only Diffusion Probabilistic ModelsarXiv:2505.16733
  • Image EnhancementonLOL
    LPIPS· 2025-05-22
    0.105
    best: 0.069 (BEM_)
    Forward-only Diffusion Probabilistic ModelsarXiv:2505.16733
  • Image EnhancementonLOL
    SSIM· 2025-05-22
    0.819
    best: 0.93 (PyDiff)
    Forward-only Diffusion Probabilistic ModelsarXiv:2505.16733
  • Rain RemovalonRain100H
    PSNR· 2025-05-22
    32.56
    best: 34.56 (GOUB (Mean-ODE))
    Forward-only Diffusion Probabilistic ModelsarXiv:2505.16733
  • Rain RemovalonRain100H
    SSIM· 2025-05-22
    0.925
    best: 0.9414 (GOUB (Mean-ODE))
    Forward-only Diffusion Probabilistic ModelsarXiv:2505.16733