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Models/IRNeXt

IRNeXt

Reported on 16 benchmarks across 6 tasks

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

Computer Vision10 results

  • DehazingonSOTS Indoor
    PSNR
    41.21
    best: 42.72 (ConvIR)
  • DehazingonSOTS Indoor
    SSIM
    0.996
    best: 0.997 (ConvIR)
  • DehazingonSOTS Outdoor
    PSNR
    39.18
    best: 40.73 (ChaIR)
  • DehazingonSOTS Outdoor
    SSIM
    0.996
    best: 0.997 (ChaIR)
  • Image DehazingonSOTS Indoor
    PSNR
    41.21
    best: 42.72 (ConvIR)
  • Image DehazingonSOTS Indoor
    SSIM
    0.996
    best: 0.997 (ConvIR)
  • Image DehazingonSOTS Outdoor
    PSNR
    39.18
    best: 40.73 (ChaIR)
  • Image DehazingonSOTS Outdoor
    SSIM
    0.996
    best: 0.997 (ChaIR)
  • Image DeblurringonGoPro
    PSNR
    33.16
    best: 34.6 (AdaRevD)
  • Image DeblurringonGoPro
    SSIM
    0.962
    best: 0.972 (AdaRevD)

Audio4 results

  • 10-shot image generationonGoPro
    PSNR
    33.16
    best: 35.98 (BSSTNet)
  • 10-shot image generationonGoPro
    SSIM
    0.962
    best: 0.9792 (BSSTNet)
  • 1 Image, 2*2 StitchionGoPro
    PSNR
    33.16
    best: 34.6 (AdaRevD)
  • 1 Image, 2*2 StitchionGoPro
    SSIM
    0.962
    best: 0.972 (AdaRevD)

Methodology2 results

  • 16konGoPro
    PSNR
    33.16
    best: 34.6 (AdaRevD)
  • 16konGoPro
    SSIM
    0.962
    best: 0.972 (AdaRevD)