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Models/DMID-d

DMID-d

Reported on 128 benchmarks across 2 tasks · 1 paper · 124 SOTA

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

Computer Vision64 results

  • DenoisingonCBSD68 sigma200
    LPIPS· 2023-07-08
    0.392
    best: 0.312 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma200
    PSNR· 2023-07-08
    23.57
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma200
    SSIM· 2023-07-08
    0.7686
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma200
    LPIPS· 2023-07-08
    0.382
    best: 0.318 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma200
    PSNR· 2023-07-08
    25.08
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma200
    SSIM· 2023-07-08
    0.8054
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma100
    LPIPS· 2023-07-08
    0.283
    best: 0.208 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma100
    PSNR· 2023-07-08
    25.96
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma100
    SSIM· 2023-07-08
    0.8413
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma100
    LPIPS· 2023-07-08
    0.206
    best: 0.158 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma100
    PSNR· 2023-07-08
    27.57
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma100
    SSIM· 2023-07-08
    0.899
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma200
    LPIPS· 2023-07-08
    0.303
    best: 0.252 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma200
    PSNR· 2023-07-08
    24.68
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma200
    SSIM· 2023-07-08
    0.8392
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma50
    LPIPS· 2023-07-08
    0.114
    best: 0.087 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma50
    PSNR· 2023-07-08
    29.9
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma50
    SSIM· 2023-07-08
    0.9157
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma100
    LPIPS· 2023-07-08
    0.201
    best: 0.156 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma100
    PSNR· 2023-07-08
    27
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma100
    SSIM· 2023-07-08
    0.8626
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak sigma50
    PSNR· 2023-07-08
    30.14
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma15
    PSNR· 2023-07-08
    35.51
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma150
    LPIPS· 2023-07-08
    0.361
    best: 0.264 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma150
    PSNR· 2023-07-08
    24.54
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma150
    SSIM· 2023-07-08
    0.8001
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma25
    PSNR· 2023-07-08
    33.49
    best: 34.21 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonUrban100 sigma25
    PSNR· 2023-07-08
    33.11
    best: 33.34 (Hi-IR)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma150
    LPIPS· 2023-07-08
    0.295
    best: 0.259 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma150
    PSNR· 2023-07-08
    25.39
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma150
    SSIM· 2023-07-08
    0.8236
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma15
    PSNR· 2023-07-08
    35.72
    best: 36.71 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma250
    LPIPS· 2023-07-08
    0.455
    best: 0.352 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma250
    PSNR· 2023-07-08
    22.88
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma250
    SSIM· 2023-07-08
    0.7462
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma250
    LPIPS· 2023-07-08
    0.446
    best: 0.356 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma250
    PSNR· 2023-07-08
    24.4
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma250
    SSIM· 2023-07-08
    0.7853
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma25
    PSNR· 2023-07-08
    31.86
    best: 31.94 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma200
    LPIPS· 2023-07-08
    0.295
    best: 0.259 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma200
    PSNR· 2023-07-08
    24.25
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma200
    SSIM· 2023-07-08
    0.7915
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma100
    LPIPS· 2023-07-08
    0.274
    best: 0.211 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma100
    PSNR· 2023-07-08
    27.5
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma100
    SSIM· 2023-07-08
    0.8682
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma150
    LPIPS· 2023-07-08
    0.267
    best: 0.209 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma150
    PSNR· 2023-07-08
    25.89
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma150
    SSIM· 2023-07-08
    0.8672
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma250
    LPIPS· 2023-07-08
    0.359
    best: 0.29 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma250
    PSNR· 2023-07-08
    23.81
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma250
    SSIM· 2023-07-08
    0.8174
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma250
    LPIPS· 2023-07-08
    0.346
    best: 0.289 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma250
    PSNR· 2023-07-08
    23.44
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonImageNet sigma250
    SSIM· 2023-07-08
    0.7675
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma150
    LPIPS· 2023-07-08
    0.348
    best: 0.211 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma150
    PSNR· 2023-07-08
    26.08
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma150
    SSIM· 2023-07-08
    0.8336
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonKodak24 sigma25
    PSNR· 2023-07-08
    33.12
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • Denoisingonurban100 sigma15
    Average PSNR· 2023-07-08
    35.26
    best: 35.64 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • Denoisingonurban100 sigma15
    PSNR· 2023-07-08
    35.26
    best: 35.63 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonUrban100 sigma50
    PSNR· 2023-07-08
    30.28
    best: 30.59 (Hi-IR)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonMcMaster sigma50
    PSNR· 2023-07-08
    30.51
    best: 30.95 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma15
    PSNR· 2023-07-08
    34.45
    best: 34.64 (AKDT)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • DenoisingonCBSD68 sigma50
    PSNR· 2023-07-08
    28.69
    best: 29.39 (IPT)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992

Adversarial64 results

  • 3D ArchitectureonCBSD68 sigma200
    LPIPS· 2023-07-08
    0.392
    best: 0.312 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma200
    PSNR· 2023-07-08
    23.57
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma200
    SSIM· 2023-07-08
    0.7686
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma200
    LPIPS· 2023-07-08
    0.382
    best: 0.318 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma200
    PSNR· 2023-07-08
    25.08
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma200
    SSIM· 2023-07-08
    0.8054
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma100
    LPIPS· 2023-07-08
    0.283
    best: 0.208 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma100
    PSNR· 2023-07-08
    25.96
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma100
    SSIM· 2023-07-08
    0.8413
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma100
    LPIPS· 2023-07-08
    0.206
    best: 0.158 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma100
    PSNR· 2023-07-08
    27.57
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma100
    SSIM· 2023-07-08
    0.899
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma200
    LPIPS· 2023-07-08
    0.303
    best: 0.252 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma200
    PSNR· 2023-07-08
    24.68
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma200
    SSIM· 2023-07-08
    0.8392
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma50
    LPIPS· 2023-07-08
    0.114
    best: 0.087 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma50
    PSNR· 2023-07-08
    29.9
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma50
    SSIM· 2023-07-08
    0.9157
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma100
    LPIPS· 2023-07-08
    0.201
    best: 0.156 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma100
    PSNR· 2023-07-08
    27
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma100
    SSIM· 2023-07-08
    0.8626
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak sigma50
    PSNR· 2023-07-08
    30.14
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma15
    PSNR· 2023-07-08
    35.51
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma150
    LPIPS· 2023-07-08
    0.361
    best: 0.264 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma150
    PSNR· 2023-07-08
    24.54
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma150
    SSIM· 2023-07-08
    0.8001
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma25
    PSNR· 2023-07-08
    33.49
    best: 34.21 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonUrban100 sigma25
    PSNR· 2023-07-08
    33.11
    best: 33.34 (Hi-IR)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma150
    LPIPS· 2023-07-08
    0.295
    best: 0.259 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma150
    PSNR· 2023-07-08
    25.39
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma150
    SSIM· 2023-07-08
    0.8236
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma15
    PSNR· 2023-07-08
    35.72
    best: 36.71 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma250
    LPIPS· 2023-07-08
    0.455
    best: 0.352 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma250
    PSNR· 2023-07-08
    22.88
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma250
    SSIM· 2023-07-08
    0.7462
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma250
    LPIPS· 2023-07-08
    0.446
    best: 0.356 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma250
    PSNR· 2023-07-08
    24.4
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma250
    SSIM· 2023-07-08
    0.7853
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma25
    PSNR· 2023-07-08
    31.86
    best: 31.94 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma200
    LPIPS· 2023-07-08
    0.295
    best: 0.259 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma200
    PSNR· 2023-07-08
    24.25
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma200
    SSIM· 2023-07-08
    0.7915
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma100
    LPIPS· 2023-07-08
    0.274
    best: 0.211 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma100
    PSNR· 2023-07-08
    27.5
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma100
    SSIM· 2023-07-08
    0.8682
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma150
    LPIPS· 2023-07-08
    0.267
    best: 0.209 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma150
    PSNR· 2023-07-08
    25.89
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma150
    SSIM· 2023-07-08
    0.8672
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma250
    LPIPS· 2023-07-08
    0.359
    best: 0.29 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma250
    PSNR· 2023-07-08
    23.81
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma250
    SSIM· 2023-07-08
    0.8174
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma250
    LPIPS· 2023-07-08
    0.346
    best: 0.289 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma250
    PSNR· 2023-07-08
    23.44
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonImageNet sigma250
    SSIM· 2023-07-08
    0.7675
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma150
    LPIPS· 2023-07-08
    0.348
    best: 0.211 (DMID-p)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma150
    PSNR· 2023-07-08
    26.08
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma150
    SSIM· 2023-07-08
    0.8336
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonKodak24 sigma25
    PSNR· 2023-07-08
    33.12
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D Architectureonurban100 sigma15
    Average PSNR· 2023-07-08
    35.26
    best: 35.64 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D Architectureonurban100 sigma15
    PSNR· 2023-07-08
    35.26
    best: 35.63 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonUrban100 sigma50
    PSNR· 2023-07-08
    30.28
    best: 30.59 (Hi-IR)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonMcMaster sigma50
    PSNR· 2023-07-08
    30.51
    best: 30.95 (AKDT)
    SOTA
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma15
    PSNR· 2023-07-08
    34.45
    best: 34.64 (AKDT)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992
  • 3D ArchitectureonCBSD68 sigma50
    PSNR· 2023-07-08
    28.69
    best: 29.39 (IPT)
    Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingarXiv:2307.03992