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Models/AirNet

AirNet

Reported on 18 benchmarks across 3 tasks

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

Computer Vision11 results

  • Image RestorationonCDD-11
    Average PSNR (dB)
    23.75
    best: 28.72 (OneRestore)
  • Image RestorationonCDD-11
    SSIM
    0.814
    best: 0.8828 (OneRestore)
  • Image Restorationon5-Degradations
    Average PSNR
    25.49
    best: 31.25 (ABAIR)
  • Image Restorationon5-Degradations
    SSIM
    0.846
    best: 0.921 (ABAIR)
  • Image Restorationon3-Degradations
    Average PSNR
    31.2
    best: 33.21 (ABAIR)
  • Image Restorationon3-Degradations
    SSIM
    0.91
    best: 0.919 (ABAIR)
  • Image Restorationon5-Degradation Blind All-in-One Image Restoration
    Average PSNR
    25.49
    best: 31.25 (ABAIR)
  • Unified Image Restorationon5-Degradations
    Average PSNR
    25.49
    best: 31.25 (ABAIR)
  • Unified Image Restorationon5-Degradations
    SSIM
    0.846
    best: 0.921 (ABAIR)
  • Unified Image Restorationon3-Degradations
    Average PSNR
    31.2
    best: 33.21 (ABAIR)
  • Unified Image Restorationon3-Degradations
    SSIM
    0.91
    best: 0.919 (ABAIR)

Audio7 results

  • 10-shot image generationonCDD-11
    Average PSNR (dB)
    23.75
    best: 28.72 (OneRestore)
  • 10-shot image generationonCDD-11
    SSIM
    0.814
    best: 0.8828 (OneRestore)
  • 10-shot image generationon5-Degradations
    Average PSNR
    25.49
    best: 31.25 (ABAIR)
  • 10-shot image generationon5-Degradations
    SSIM
    0.846
    best: 0.921 (ABAIR)
  • 10-shot image generationon3-Degradations
    Average PSNR
    31.2
    best: 33.21 (ABAIR)
  • 10-shot image generationon3-Degradations
    SSIM
    0.91
    best: 0.919 (ABAIR)
  • 10-shot image generationon5-Degradation Blind All-in-One Image Restoration
    Average PSNR
    25.49
    best: 31.25 (ABAIR)