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Models/PromptIR

PromptIR

Reported on 10 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision6 results

  • Image Restorationon3-Degradations
    Average PSNR· 2023-06-22
    32.06
    best: 33.21 (ABAIR)
    SOTA
    PromptIR: Prompting for All-in-One Blind Image RestorationarXiv:2306.13090
  • Image Restorationon3-Degradations
    SSIM· 2023-06-22
    0.913
    best: 0.919 (ABAIR)
    SOTA
    PromptIR: Prompting for All-in-One Blind Image RestorationarXiv:2306.13090
  • Unified Image Restorationon3-Degradations
    Average PSNR· 2023-06-22
    32.06
    best: 33.21 (ABAIR)
    SOTA
    PromptIR: Prompting for All-in-One Blind Image RestorationarXiv:2306.13090
  • Unified Image Restorationon3-Degradations
    SSIM· 2023-06-22
    0.913
    best: 0.919 (ABAIR)
    SOTA
    PromptIR: Prompting for All-in-One Blind Image RestorationarXiv:2306.13090
  • Image RestorationonCDD-11
    Average PSNR (dB)· 2023-06-22
    25.9
    best: 28.72 (OneRestore)
    PromptIR: Prompting for All-in-One Blind Image RestorationarXiv:2306.13090
  • Image RestorationonCDD-11
    SSIM· 2023-06-22
    0.8499
    best: 0.8828 (OneRestore)
    PromptIR: Prompting for All-in-One Blind Image RestorationarXiv:2306.13090

Audio4 results

  • 10-shot image generationon3-Degradations
    Average PSNR· 2023-06-22
    32.06
    best: 33.21 (ABAIR)
    SOTA
    PromptIR: Prompting for All-in-One Blind Image RestorationarXiv:2306.13090
  • 10-shot image generationon3-Degradations
    SSIM· 2023-06-22
    0.913
    best: 0.919 (ABAIR)
    SOTA
    PromptIR: Prompting for All-in-One Blind Image RestorationarXiv:2306.13090
  • 10-shot image generationonCDD-11
    Average PSNR (dB)· 2023-06-22
    25.9
    best: 28.72 (OneRestore)
    PromptIR: Prompting for All-in-One Blind Image RestorationarXiv:2306.13090
  • 10-shot image generationonCDD-11
    SSIM· 2023-06-22
    0.8499
    best: 0.8828 (OneRestore)
    PromptIR: Prompting for All-in-One Blind Image RestorationarXiv:2306.13090