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Models/DMID-d(MMSE)

DMID-d(MMSE)

Reported on 10 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Computer Vision5 results

  • DenoisingonKodak24 sigma50
    LPIPS· 2023-07-08
    0.172
    best: 0.131 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma50
    PSNR· 2023-07-08
    30.13
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma50
    SSIM· 2023-07-08
    0.9174
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma50
    LPIPS· 2023-07-08
    0.124
    best: 0.092 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma50
    SSIM· 2023-07-08
    0.9396
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992

Adversarial5 results

  • 3D ArchitectureonKodak24 sigma50
    LPIPS· 2023-07-08
    0.172
    best: 0.131 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma50
    PSNR· 2023-07-08
    30.13
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma50
    SSIM· 2023-07-08
    0.9174
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma50
    LPIPS· 2023-07-08
    0.124
    best: 0.092 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma50
    SSIM· 2023-07-08
    0.9396
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992