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Models/IKC

IKC

Reported on 90 benchmarks across 3 tasks · 1 paper · 90 SOTA

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

Computer Vision30 results

  • Image RestorationonSet5 - 3x upscaling
    PSNR· 2019-04-06
    32.16
    best: 34.21 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonSet5 - 3x upscaling
    SSIM· 2019-04-06
    0.942
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonBSD100 - 2x upscaling
    PSNR· 2019-04-06
    31.36
    best: 32.04 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonBSD100 - 2x upscaling
    SSIM· 2019-04-06
    0.879
    best: 0.8907 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonSet14 - 4x upscaling
    PSNR· 2019-04-06
    28.26
    best: 28.54 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonSet14 - 4x upscaling
    SSIM· 2019-04-06
    0.7688
    best: 0.7728 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonManga109 - 4x upscaling
    PSNR· 2019-04-06
    29.9
    best: 30.86 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonManga109 - 4x upscaling
    SSIM· 2019-04-06
    0.8793
    best: 0.9086 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonBSD100 - 4x upscaling
    PSNR· 2019-04-06
    27.29
    best: 27.6 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonBSD100 - 4x upscaling
    SSIM· 2019-04-06
    0.8014
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonSet5 - 2x upscaling
    PSNR· 2019-04-06
    36.62
    best: 37.63 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonSet5 - 2x upscaling
    SSIM· 2019-04-06
    0.9658
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonSet5 - 4x upscaling
    PSNR· 2019-04-06
    31.52
    best: 32.12 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonSet5 - 4x upscaling
    SSIM· 2019-04-06
    0.9278
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonUrban100 - 2x upscaling
    PSNR· 2019-04-06
    30.36
    best: 31.69 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonUrban100 - 2x upscaling
    SSIM· 2019-04-06
    0.8949
    best: 0.9202 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonSet14 - 2x upscaling
    PSNR· 2019-04-06
    32.82
    best: 33.46 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonSet14 - 2x upscaling
    SSIM· 2019-04-06
    0.8999
    best: 0.9103 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonUrban100 - 4x upscaling
    PSNR· 2019-04-06
    25.33
    best: 26.15 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonUrban100 - 4x upscaling
    SSIM· 2019-04-06
    0.776
    best: 0.7809 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonSet14 - 3x upscaling
    PSNR· 2019-04-06
    29.46
    best: 30.29 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonSet14 - 3x upscaling
    SSIM· 2019-04-06
    0.8229
    best: 0.8329 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonUrban100 - 3x upscaling
    PSNR· 2019-04-06
    25.94
    best: 28.03 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonUrban100 - 3x upscaling
    SSIM· 2019-04-06
    0.8165
    best: 0.8444 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonManga109 - 2x upscaling
    PSNR· 2019-04-06
    36.06
    best: 38.31 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonManga109 - 2x upscaling
    SSIM· 2019-04-06
    0.9474
    best: 0.974 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonManga109 - 3x upscaling
    PSNR· 2019-04-06
    28.21
    best: 33.54 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonManga109 - 3x upscaling
    SSIM· 2019-04-06
    0.8739
    best: 0.9414 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonBSD100 - 3x upscaling
    PSNR· 2019-04-06
    28.56
    best: 29.07 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image RestorationonBSD100 - 3x upscaling
    SSIM· 2019-04-06
    0.8493
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377

Medical30 results

  • Image ReconstructiononSet5 - 3x upscaling
    PSNR· 2019-04-06
    32.16
    best: 34.21 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononSet5 - 3x upscaling
    SSIM· 2019-04-06
    0.942
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononBSD100 - 2x upscaling
    PSNR· 2019-04-06
    31.36
    best: 32.04 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononBSD100 - 2x upscaling
    SSIM· 2019-04-06
    0.879
    best: 0.8907 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononSet14 - 4x upscaling
    PSNR· 2019-04-06
    28.26
    best: 28.54 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononSet14 - 4x upscaling
    SSIM· 2019-04-06
    0.7688
    best: 0.7728 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononManga109 - 4x upscaling
    PSNR· 2019-04-06
    29.9
    best: 30.86 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononManga109 - 4x upscaling
    SSIM· 2019-04-06
    0.8793
    best: 0.9086 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononBSD100 - 4x upscaling
    PSNR· 2019-04-06
    27.29
    best: 27.6 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononBSD100 - 4x upscaling
    SSIM· 2019-04-06
    0.8014
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononSet5 - 2x upscaling
    PSNR· 2019-04-06
    36.62
    best: 37.63 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononSet5 - 2x upscaling
    SSIM· 2019-04-06
    0.9658
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononSet5 - 4x upscaling
    PSNR· 2019-04-06
    31.52
    best: 32.12 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononSet5 - 4x upscaling
    SSIM· 2019-04-06
    0.9278
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononUrban100 - 2x upscaling
    PSNR· 2019-04-06
    30.36
    best: 31.69 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononUrban100 - 2x upscaling
    SSIM· 2019-04-06
    0.8949
    best: 0.9202 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononSet14 - 2x upscaling
    PSNR· 2019-04-06
    32.82
    best: 33.46 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononSet14 - 2x upscaling
    SSIM· 2019-04-06
    0.8999
    best: 0.9103 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononUrban100 - 4x upscaling
    PSNR· 2019-04-06
    25.33
    best: 26.15 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononUrban100 - 4x upscaling
    SSIM· 2019-04-06
    0.776
    best: 0.7809 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononSet14 - 3x upscaling
    PSNR· 2019-04-06
    29.46
    best: 30.29 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononSet14 - 3x upscaling
    SSIM· 2019-04-06
    0.8229
    best: 0.8329 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononUrban100 - 3x upscaling
    PSNR· 2019-04-06
    25.94
    best: 28.03 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononUrban100 - 3x upscaling
    SSIM· 2019-04-06
    0.8165
    best: 0.8444 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononManga109 - 2x upscaling
    PSNR· 2019-04-06
    36.06
    best: 38.31 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononManga109 - 2x upscaling
    SSIM· 2019-04-06
    0.9474
    best: 0.974 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononManga109 - 3x upscaling
    PSNR· 2019-04-06
    28.21
    best: 33.54 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononManga109 - 3x upscaling
    SSIM· 2019-04-06
    0.8739
    best: 0.9414 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononBSD100 - 3x upscaling
    PSNR· 2019-04-06
    28.56
    best: 29.07 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • Image ReconstructiononBSD100 - 3x upscaling
    SSIM· 2019-04-06
    0.8493
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377

Audio30 results

  • 10-shot image generationonSet5 - 3x upscaling
    PSNR· 2019-04-06
    32.16
    best: 34.21 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonSet5 - 3x upscaling
    SSIM· 2019-04-06
    0.942
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonBSD100 - 2x upscaling
    PSNR· 2019-04-06
    31.36
    best: 32.04 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonBSD100 - 2x upscaling
    SSIM· 2019-04-06
    0.879
    best: 0.8907 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonSet14 - 4x upscaling
    PSNR· 2019-04-06
    28.26
    best: 28.54 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonSet14 - 4x upscaling
    SSIM· 2019-04-06
    0.7688
    best: 0.7728 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonManga109 - 4x upscaling
    PSNR· 2019-04-06
    29.9
    best: 30.86 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonManga109 - 4x upscaling
    SSIM· 2019-04-06
    0.8793
    best: 0.9086 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonBSD100 - 4x upscaling
    PSNR· 2019-04-06
    27.29
    best: 27.6 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonBSD100 - 4x upscaling
    SSIM· 2019-04-06
    0.8014
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonSet5 - 2x upscaling
    PSNR· 2019-04-06
    36.62
    best: 37.63 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonSet5 - 2x upscaling
    SSIM· 2019-04-06
    0.9658
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonSet5 - 4x upscaling
    PSNR· 2019-04-06
    31.52
    best: 32.12 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonSet5 - 4x upscaling
    SSIM· 2019-04-06
    0.9278
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonUrban100 - 2x upscaling
    PSNR· 2019-04-06
    30.36
    best: 31.69 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonUrban100 - 2x upscaling
    SSIM· 2019-04-06
    0.8949
    best: 0.9202 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonSet14 - 2x upscaling
    PSNR· 2019-04-06
    32.82
    best: 33.46 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonSet14 - 2x upscaling
    SSIM· 2019-04-06
    0.8999
    best: 0.9103 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonUrban100 - 4x upscaling
    PSNR· 2019-04-06
    25.33
    best: 26.15 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonUrban100 - 4x upscaling
    SSIM· 2019-04-06
    0.776
    best: 0.7809 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonSet14 - 3x upscaling
    PSNR· 2019-04-06
    29.46
    best: 30.29 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonSet14 - 3x upscaling
    SSIM· 2019-04-06
    0.8229
    best: 0.8329 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonUrban100 - 3x upscaling
    PSNR· 2019-04-06
    25.94
    best: 28.03 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonUrban100 - 3x upscaling
    SSIM· 2019-04-06
    0.8165
    best: 0.8444 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonManga109 - 2x upscaling
    PSNR· 2019-04-06
    36.06
    best: 38.31 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonManga109 - 2x upscaling
    SSIM· 2019-04-06
    0.9474
    best: 0.974 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonManga109 - 3x upscaling
    PSNR· 2019-04-06
    28.21
    best: 33.54 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonManga109 - 3x upscaling
    SSIM· 2019-04-06
    0.8739
    best: 0.9414 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonBSD100 - 3x upscaling
    PSNR· 2019-04-06
    28.56
    best: 29.07 (DCLS)
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377
  • 10-shot image generationonBSD100 - 3x upscaling
    SSIM· 2019-04-06
    0.8493
    SOTA
    Blind Super-Resolution With Iterative Kernel CorrectionarXiv:1904.03377