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Models/ConvIR

ConvIR

Reported on 32 benchmarks across 9 tasks

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

Computer Vision23 results

  • DeblurringonRSBlur
    Average PSNR
    34.06
    best: 34.94 (MLWNet)
  • DehazingonI-Haze
    PSNR
    22.44
    best: 22.9 (EDN-GTM)
  • DehazingonI-Haze
    SSIM
    0.887
    best: 0.8994 (BPPNet)
  • DehazingonHaze4k
    PSNR
    34.5
    best: 35.73 (CasDyF-Net)
  • DehazingonHaze4k
    SSIM
    0.99
    best: 0.992 (MixDehazeNet)
  • DehazingonSOTS Indoor
    PSNR
    42.72
  • DehazingonSOTS Indoor
    SSIM
    0.997
  • DehazingonO-Haze
    PSNR
    25.36
    best: 25.44 (CasDyF-Net)
  • DehazingonO-Haze
    SSIM
    0.78
    best: 0.8919 (BPPNet)
  • DehazingonSOTS Outdoor
    PSNR
    39.42
    best: 40.73 (ChaIR)
  • DehazingonSOTS Outdoor
    SSIM
    0.996
    best: 0.997 (ChaIR)
  • Image DehazingonI-Haze
    PSNR
    22.44
    best: 22.9 (EDN-GTM)
  • Image DehazingonI-Haze
    SSIM
    0.887
    best: 0.8994 (BPPNet)
  • Image DehazingonHaze4k
    PSNR
    34.5
    best: 35.73 (CasDyF-Net)
  • Image DehazingonHaze4k
    SSIM
    0.99
    best: 0.992 (MixDehazeNet)
  • Image DehazingonSOTS Indoor
    PSNR
    42.72
  • Image DehazingonSOTS Indoor
    SSIM
    0.997
  • Image DehazingonO-Haze
    PSNR
    25.36
    best: 25.44 (CasDyF-Net)
  • Image DehazingonO-Haze
    SSIM
    0.78
    best: 0.8919 (BPPNet)
  • Image DehazingonSOTS Outdoor
    PSNR
    39.42
    best: 40.73 (ChaIR)
  • Image DehazingonSOTS Outdoor
    SSIM
    0.996
    best: 0.997 (ChaIR)
  • Image DeblurringonGoPro
    PSNR
    33.28
    best: 34.6 (AdaRevD)
  • Image DeblurringonGoPro
    SSIM
    0.963
    best: 0.972 (AdaRevD)

Audio5 results

  • 10-shot image generationonRSBlur
    Average PSNR
    34.06
    best: 34.94 (MLWNet)
  • 10-shot image generationonGoPro
    PSNR
    33.28
    best: 35.98 (BSSTNet)
  • 10-shot image generationonGoPro
    SSIM
    0.963
    best: 0.9792 (BSSTNet)
  • 1 Image, 2*2 StitchionGoPro
    PSNR
    33.28
    best: 34.6 (AdaRevD)
  • 1 Image, 2*2 StitchionGoPro
    SSIM
    0.963
    best: 0.972 (AdaRevD)

Methodology3 results

  • 2D ClassificationonRSBlur
    Average PSNR
    34.06
    best: 34.94 (MLWNet)
  • 16konGoPro
    PSNR
    33.28
    best: 34.6 (AdaRevD)
  • 16konGoPro
    SSIM
    0.963
    best: 0.972 (AdaRevD)

Computer Code1 result

  • Blind Image DeblurringonRSBlur
    Average PSNR
    34.06
    best: 34.94 (MLWNet)