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Models/Restormer-Local

Restormer-Local

Reported on 16 benchmarks across 6 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 Vision7 results

  • DenoisingonUrban100 sigma30
    PSNR· 2021-12-08
    33.06
    SOTA
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • DenoisingonUrban100 sigma50
    PSNR· 2021-12-08
    30.17
    best: 30.59 (Hi-IR)
    SOTA
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • Denoisingonurban100 sigma15
    PSNR· 2021-12-08
    33.85
    best: 35.63 (AKDT)
    SOTA
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • DeblurringonGoPro
    PSNR· 2021-12-08
    33.57
    best: 35.98 (BSSTNet)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • DeblurringonGoPro
    SSIM· 2021-12-08
    0.966
    best: 0.9792 (BSSTNet)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • DenoisingonUrban100 sigma25
    PSNR· 2021-12-08
    31.55
    best: 33.34 (Hi-IR)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • DenoisingonUrban100 sigma50
    PSNR· 2021-12-08
    28.41
    best: 30.59 (Hi-IR)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491

Adversarial5 results

  • 3D ArchitectureonUrban100 sigma30
    PSNR· 2021-12-08
    33.06
    SOTA
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • 3D ArchitectureonUrban100 sigma50
    PSNR· 2021-12-08
    30.17
    best: 30.59 (Hi-IR)
    SOTA
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • 3D Architectureonurban100 sigma15
    PSNR· 2021-12-08
    33.85
    best: 35.63 (AKDT)
    SOTA
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • 3D ArchitectureonUrban100 sigma25
    PSNR· 2021-12-08
    31.55
    best: 33.34 (Hi-IR)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • 3D ArchitectureonUrban100 sigma50
    PSNR· 2021-12-08
    28.41
    best: 30.59 (Hi-IR)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491

Methodology2 results

  • 2D ClassificationonGoPro
    PSNR· 2021-12-08
    33.57
    best: 35.98 (BSSTNet)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • 2D ClassificationonGoPro
    SSIM· 2021-12-08
    0.966
    best: 0.9792 (BSSTNet)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491

Audio2 results

  • 10-shot image generationonGoPro
    PSNR· 2021-12-08
    33.57
    best: 35.98 (BSSTNet)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • 10-shot image generationonGoPro
    SSIM· 2021-12-08
    0.966
    best: 0.9792 (BSSTNet)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491

Computer Code2 results

  • Blind Image DeblurringonGoPro
    PSNR· 2021-12-08
    33.57
    best: 35.98 (BSSTNet)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491
  • Blind Image DeblurringonGoPro
    SSIM· 2021-12-08
    0.966
    best: 0.9792 (BSSTNet)
    Improving Image Restoration by Revisiting Global Information AggregationarXiv:2112.04491