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Models/OneRestore

OneRestore

Reported on 11 benchmarks across 6 tasks · 1 paper · 5 SOTA

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

Computer Vision9 results

  • Rain RemovalonDID-MDN
    PSNR· 2024-07-05
    32.89
    SOTA
    OneRestore: A Universal Restoration Framework for Composite DegradationarXiv:2407.04621
  • Image RestorationonCDD-11
    Average PSNR (dB)· 2024-07-05
    28.72
    SOTA
    OneRestore: A Universal Restoration Framework for Composite DegradationarXiv:2407.04621
  • Image RestorationonCDD-11
    SSIM· 2024-07-05
    0.8828
    SOTA
    OneRestore: A Universal Restoration Framework for Composite DegradationarXiv:2407.04621
  • Image EnhancementonLOL
    Average PSNR· 2024-07-05
    24.25
    best: 29.185 (CFWD)
    OneRestore: A Universal Restoration Framework for Composite DegradationarXiv:2407.04621
  • Image EnhancementonLOL
    SSIM· 2024-07-05
    0.8564
    best: 0.93 (PyDiff)
    OneRestore: A Universal Restoration Framework for Composite DegradationarXiv:2407.04621
  • DehazingonSOTS Outdoor
    PSNR· 2024-07-05
    35.58
    best: 40.73 (ChaIR)
    OneRestore: A Universal Restoration Framework for Composite DegradationarXiv:2407.04621
  • DehazingonSOTS Outdoor
    SSIM· 2024-07-05
    0.9814
    best: 0.997 (ChaIR)
    OneRestore: A Universal Restoration Framework for Composite DegradationarXiv:2407.04621
  • Image DehazingonSOTS Outdoor
    PSNR· 2024-07-05
    35.58
    best: 40.73 (ChaIR)
    OneRestore: A Universal Restoration Framework for Composite DegradationarXiv:2407.04621
  • Image DehazingonSOTS Outdoor
    SSIM· 2024-07-05
    0.9814
    best: 0.997 (ChaIR)
    OneRestore: A Universal Restoration Framework for Composite DegradationarXiv:2407.04621

Audio2 results

  • 10-shot image generationonCDD-11
    Average PSNR (dB)· 2024-07-05
    28.72
    SOTA
    OneRestore: A Universal Restoration Framework for Composite DegradationarXiv:2407.04621
  • 10-shot image generationonCDD-11
    SSIM· 2024-07-05
    0.8828
    SOTA
    OneRestore: A Universal Restoration Framework for Composite DegradationarXiv:2407.04621