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Models/DMID-p

DMID-p

Reported on 120 benchmarks across 2 tasks · 1 paper · 40 SOTA

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

Computer Vision60 results

  • DenoisingonCBSD68 sigma200
    LPIPS· 2023-07-08
    0.312
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma200
    LPIPS· 2023-07-08
    0.318
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma100
    LPIPS· 2023-07-08
    0.208
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma100
    LPIPS· 2023-07-08
    0.158
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma200
    LPIPS· 2023-07-08
    0.252
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma50
    LPIPS· 2023-07-08
    0.087
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma100
    LPIPS· 2023-07-08
    0.156
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma50
    LPIPS· 2023-07-08
    0.131
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma150
    LPIPS· 2023-07-08
    0.264
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma150
    LPIPS· 2023-07-08
    0.259
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma250
    LPIPS· 2023-07-08
    0.352
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma250
    LPIPS· 2023-07-08
    0.356
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma200
    LPIPS· 2023-07-08
    0.259
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma100
    LPIPS· 2023-07-08
    0.211
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma150
    LPIPS· 2023-07-08
    0.209
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma250
    LPIPS· 2023-07-08
    0.29
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma250
    LPIPS· 2023-07-08
    0.289
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma150
    LPIPS· 2023-07-08
    0.211
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma50
    LPIPS· 2023-07-08
    0.092
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma50
    LPIPS· 2023-07-08
    0.122
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma200
    PSNR· 2023-07-08
    21.37
    best: 23.57 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma200
    SSIM· 2023-07-08
    0.6842
    best: 0.7686 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma200
    PSNR· 2023-07-08
    22.99
    best: 25.08 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma200
    SSIM· 2023-07-08
    0.7311
    best: 0.8054 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma100
    PSNR· 2023-07-08
    23.94
    best: 25.96 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma100
    SSIM· 2023-07-08
    0.784
    best: 0.8413 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma100
    PSNR· 2023-07-08
    25.37
    best: 27.57 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma100
    SSIM· 2023-07-08
    0.856
    best: 0.899 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma200
    PSNR· 2023-07-08
    22.51
    best: 24.68 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma200
    SSIM· 2023-07-08
    0.7816
    best: 0.8392 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma50
    PSNR· 2023-07-08
    27.59
    best: 29.9 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma50
    SSIM· 2023-07-08
    0.8722
    best: 0.9157 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma100
    PSNR· 2023-07-08
    24.61
    best: 27 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma100
    SSIM· 2023-07-08
    0.7987
    best: 0.8626 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma50
    PSNR· 2023-07-08
    27.9
    best: 30.13 (DMID-d(MMSE))
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma50
    SSIM· 2023-07-08
    0.877
    best: 0.9174 (DMID-d(MMSE))
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma150
    PSNR· 2023-07-08
    22.47
    best: 24.54 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma150
    SSIM· 2023-07-08
    0.7314
    best: 0.8001 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma150
    PSNR· 2023-07-08
    22.94
    best: 25.39 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma150
    SSIM· 2023-07-08
    0.6932
    best: 0.8236 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma250
    PSNR· 2023-07-08
    20.77
    best: 22.88 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma250
    SSIM· 2023-07-08
    0.661
    best: 0.7462 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma250
    PSNR· 2023-07-08
    22.44
    best: 24.4 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma250
    SSIM· 2023-07-08
    0.7133
    best: 0.7853 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma200
    PSNR· 2023-07-08
    21.56
    best: 24.25 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma200
    SSIM· 2023-07-08
    0.6932
    best: 0.7915 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma100
    PSNR· 2023-07-08
    25.31
    best: 27.5 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma100
    SSIM· 2023-07-08
    0.8107
    best: 0.8682 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma150
    PSNR· 2023-07-08
    23.72
    best: 25.89 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma150
    SSIM· 2023-07-08
    0.8148
    best: 0.8672 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma250
    PSNR· 2023-07-08
    21.73
    best: 23.81 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma250
    SSIM· 2023-07-08
    0.7553
    best: 0.8174 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma250
    PSNR· 2023-07-08
    20.87
    best: 23.44 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma250
    SSIM· 2023-07-08
    0.6701
    best: 0.7675 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma150
    PSNR· 2023-07-08
    24.06
    best: 26.08 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma150
    SSIM· 2023-07-08
    0.7707
    best: 0.8336 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma50
    PSNR· 2023-07-08
    28.34
    best: 30.95 (AKDT)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma50
    SSIM· 2023-07-08
    0.9112
    best: 0.9396 (DMID-d(MMSE))
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma50
    PSNR· 2023-07-08
    26.63
    best: 29.39 (IPT)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma50
    SSIM· 2023-07-08
    0.8605
    best: 0.9029 (DMID-d (MMSE))
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992

Adversarial60 results

  • 3D ArchitectureonCBSD68 sigma200
    LPIPS· 2023-07-08
    0.312
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma200
    LPIPS· 2023-07-08
    0.318
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma100
    LPIPS· 2023-07-08
    0.208
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma100
    LPIPS· 2023-07-08
    0.158
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma200
    LPIPS· 2023-07-08
    0.252
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma50
    LPIPS· 2023-07-08
    0.087
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma100
    LPIPS· 2023-07-08
    0.156
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma50
    LPIPS· 2023-07-08
    0.131
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma150
    LPIPS· 2023-07-08
    0.264
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma150
    LPIPS· 2023-07-08
    0.259
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma250
    LPIPS· 2023-07-08
    0.352
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma250
    LPIPS· 2023-07-08
    0.356
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma200
    LPIPS· 2023-07-08
    0.259
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma100
    LPIPS· 2023-07-08
    0.211
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma150
    LPIPS· 2023-07-08
    0.209
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma250
    LPIPS· 2023-07-08
    0.29
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma250
    LPIPS· 2023-07-08
    0.289
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma150
    LPIPS· 2023-07-08
    0.211
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma50
    LPIPS· 2023-07-08
    0.092
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma50
    LPIPS· 2023-07-08
    0.122
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma200
    PSNR· 2023-07-08
    21.37
    best: 23.57 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma200
    SSIM· 2023-07-08
    0.6842
    best: 0.7686 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma200
    PSNR· 2023-07-08
    22.99
    best: 25.08 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma200
    SSIM· 2023-07-08
    0.7311
    best: 0.8054 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma100
    PSNR· 2023-07-08
    23.94
    best: 25.96 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma100
    SSIM· 2023-07-08
    0.784
    best: 0.8413 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma100
    PSNR· 2023-07-08
    25.37
    best: 27.57 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma100
    SSIM· 2023-07-08
    0.856
    best: 0.899 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma200
    PSNR· 2023-07-08
    22.51
    best: 24.68 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma200
    SSIM· 2023-07-08
    0.7816
    best: 0.8392 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma50
    PSNR· 2023-07-08
    27.59
    best: 29.9 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma50
    SSIM· 2023-07-08
    0.8722
    best: 0.9157 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma100
    PSNR· 2023-07-08
    24.61
    best: 27 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma100
    SSIM· 2023-07-08
    0.7987
    best: 0.8626 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma50
    PSNR· 2023-07-08
    27.9
    best: 30.13 (DMID-d(MMSE))
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma50
    SSIM· 2023-07-08
    0.877
    best: 0.9174 (DMID-d(MMSE))
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma150
    PSNR· 2023-07-08
    22.47
    best: 24.54 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma150
    SSIM· 2023-07-08
    0.7314
    best: 0.8001 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma150
    PSNR· 2023-07-08
    22.94
    best: 25.39 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma150
    SSIM· 2023-07-08
    0.6932
    best: 0.8236 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma250
    PSNR· 2023-07-08
    20.77
    best: 22.88 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma250
    SSIM· 2023-07-08
    0.661
    best: 0.7462 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma250
    PSNR· 2023-07-08
    22.44
    best: 24.4 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma250
    SSIM· 2023-07-08
    0.7133
    best: 0.7853 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma200
    PSNR· 2023-07-08
    21.56
    best: 24.25 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma200
    SSIM· 2023-07-08
    0.6932
    best: 0.7915 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma100
    PSNR· 2023-07-08
    25.31
    best: 27.5 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma100
    SSIM· 2023-07-08
    0.8107
    best: 0.8682 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma150
    PSNR· 2023-07-08
    23.72
    best: 25.89 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma150
    SSIM· 2023-07-08
    0.8148
    best: 0.8672 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma250
    PSNR· 2023-07-08
    21.73
    best: 23.81 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma250
    SSIM· 2023-07-08
    0.7553
    best: 0.8174 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma250
    PSNR· 2023-07-08
    20.87
    best: 23.44 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma250
    SSIM· 2023-07-08
    0.6701
    best: 0.7675 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma150
    PSNR· 2023-07-08
    24.06
    best: 26.08 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma150
    SSIM· 2023-07-08
    0.7707
    best: 0.8336 (DMID-d)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma50
    PSNR· 2023-07-08
    28.34
    best: 30.95 (AKDT)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma50
    SSIM· 2023-07-08
    0.9112
    best: 0.9396 (DMID-d(MMSE))
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma50
    PSNR· 2023-07-08
    26.63
    best: 29.39 (IPT)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma50
    SSIM· 2023-07-08
    0.8605
    best: 0.9029 (DMID-d (MMSE))
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992