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Models/Noise Flow

Noise Flow

Reported on 30 benchmarks across 3 tasks · 1 paper

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

Computer Vision10 results

  • DenoisingonSID SonyA7S2 x250
    PSNR (Raw)· 2019-08-22
    35.8
    best: 41.02 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • DenoisingonSID SonyA7S2 x250
    SSIM (Raw)· 2019-08-22
    0.867
    best: 0.948 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • DenoisingonELD SonyA7S2 x200
    PSNR (Raw)· 2019-08-22
    39.23
    best: 44.95 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • DenoisingonELD SonyA7S2 x200
    SSIM (Raw)· 2019-08-22
    0.889
    best: 0.977 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • DenoisingonSID x100
    PSNR (Raw)· 2019-08-22
    38.89
    best: 43.36 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • DenoisingonSID x100
    SSIM· 2019-08-22
    0.929
    best: 0.963 (ELD)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • DenoisingonSID x300
    PSNR (Raw)· 2019-08-22
    32.29
    best: 37.8 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • DenoisingonSID x300
    SSIM· 2019-08-22
    0.801
    best: 0.935 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • DenoisingonELD SonyA7S2 x100
    PSNR (Raw)· 2019-08-22
    41.05
    best: 46.74 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • DenoisingonELD SonyA7S2 x100
    SSIM (Raw)· 2019-08-22
    0.925
    best: 0.986 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453

Medical10 results

  • Image DenoisingonSID SonyA7S2 x250
    PSNR (Raw)· 2019-08-22
    35.8
    best: 41.02 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • Image DenoisingonSID SonyA7S2 x250
    SSIM (Raw)· 2019-08-22
    0.867
    best: 0.948 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • Image DenoisingonELD SonyA7S2 x200
    PSNR (Raw)· 2019-08-22
    39.23
    best: 44.95 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • Image DenoisingonELD SonyA7S2 x200
    SSIM (Raw)· 2019-08-22
    0.889
    best: 0.977 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • Image DenoisingonSID x100
    PSNR (Raw)· 2019-08-22
    38.89
    best: 43.36 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • Image DenoisingonSID x100
    SSIM· 2019-08-22
    0.929
    best: 0.963 (ELD)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • Image DenoisingonSID x300
    PSNR (Raw)· 2019-08-22
    32.29
    best: 37.8 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • Image DenoisingonSID x300
    SSIM· 2019-08-22
    0.801
    best: 0.935 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • Image DenoisingonELD SonyA7S2 x100
    PSNR (Raw)· 2019-08-22
    41.05
    best: 46.74 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • Image DenoisingonELD SonyA7S2 x100
    SSIM (Raw)· 2019-08-22
    0.925
    best: 0.986 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453

Adversarial10 results

  • 3D ArchitectureonSID SonyA7S2 x250
    PSNR (Raw)· 2019-08-22
    35.8
    best: 41.02 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • 3D ArchitectureonSID SonyA7S2 x250
    SSIM (Raw)· 2019-08-22
    0.867
    best: 0.948 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • 3D ArchitectureonELD SonyA7S2 x200
    PSNR (Raw)· 2019-08-22
    39.23
    best: 44.95 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • 3D ArchitectureonELD SonyA7S2 x200
    SSIM (Raw)· 2019-08-22
    0.889
    best: 0.977 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • 3D ArchitectureonSID x100
    PSNR (Raw)· 2019-08-22
    38.89
    best: 43.36 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • 3D ArchitectureonSID x100
    SSIM· 2019-08-22
    0.929
    best: 0.963 (ELD)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • 3D ArchitectureonSID x300
    PSNR (Raw)· 2019-08-22
    32.29
    best: 37.8 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • 3D ArchitectureonSID x300
    SSIM· 2019-08-22
    0.801
    best: 0.935 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • 3D ArchitectureonELD SonyA7S2 x100
    PSNR (Raw)· 2019-08-22
    41.05
    best: 46.74 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453
  • 3D ArchitectureonELD SonyA7S2 x100
    SSIM (Raw)· 2019-08-22
    0.925
    best: 0.986 (LLD*)
    Noise Flow: Noise Modeling with Conditional Normalizing FlowsarXiv:1908.08453