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Models/MAXIM-3S

MAXIM-3S

Reported on 31 benchmarks across 10 tasks · 1 paper · 8 SOTA

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

Computer Vision9 results

  • DeblurringonHIDE
    PSNR· 2022-01-09
    32.83
    SOTA
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • Image DeblurringonHIDE
    SSIM· 2022-01-09
    0.956
    SOTA
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • DeblurringonRealBlur-R
    SSIM (sRGB)· 2022-01-09
    0.961
    best: 0.981 (ALGNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • DeblurringonGoPro
    PSNR· 2022-01-09
    32.86
    best: 35.98 (BSSTNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • DenoisingonSIDD
    PSNR (sRGB)· 2022-01-09
    39.96
    best: 40.39 (CGNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • DenoisingonSIDD
    SSIM (sRGB)· 2022-01-09
    0.96
    best: 0.973 (NBNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • DenoisingonDND
    PSNR (sRGB)· 2022-01-09
    39.84
    best: 40.594 (DualDn)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • DenoisingonDND
    SSIM (sRGB)· 2022-01-09
    0.954
    best: 0.966 (DualDn)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • Image DeblurringonGoPro
    PSNR· 2022-01-09
    32.86
    best: 34.6 (AdaRevD)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973

Audio7 results

  • 10-shot image generationonHIDE
    PSNR· 2022-01-09
    32.83
    SOTA
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 10-shot image generationonHIDE
    SSIM· 2022-01-09
    0.956
    SOTA
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 1 Image, 2*2 StitchionHIDE
    SSIM· 2022-01-09
    0.956
    SOTA
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 10-shot image generationonRealBlur-R
    SSIM (sRGB)· 2022-01-09
    0.961
    best: 0.981 (ALGNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 10-shot image generationonGoPro
    PSNR· 2022-01-09
    32.86
    best: 35.98 (BSSTNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 10-shot image generationonGoPro
    PSNR· 2022-01-09
    32.86
    best: 35.98 (BSSTNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 1 Image, 2*2 StitchionGoPro
    PSNR· 2022-01-09
    32.86
    best: 34.6 (AdaRevD)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973

Methodology5 results

  • 2D ClassificationonHIDE
    PSNR· 2022-01-09
    32.83
    SOTA
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 16konHIDE
    SSIM· 2022-01-09
    0.956
    SOTA
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 2D ClassificationonRealBlur-R
    SSIM (sRGB)· 2022-01-09
    0.961
    best: 0.981 (ALGNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 2D ClassificationonGoPro
    PSNR· 2022-01-09
    32.86
    best: 35.98 (BSSTNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 16konGoPro
    PSNR· 2022-01-09
    32.86
    best: 34.6 (AdaRevD)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973

Medical4 results

  • Image DenoisingonSIDD
    PSNR (sRGB)· 2022-01-09
    39.96
    best: 40.39 (CGNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • Image DenoisingonSIDD
    SSIM (sRGB)· 2022-01-09
    0.96
    best: 0.973 (NBNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • Image DenoisingonDND
    PSNR (sRGB)· 2022-01-09
    39.84
    best: 40.594 (DualDn)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • Image DenoisingonDND
    SSIM (sRGB)· 2022-01-09
    0.954
    best: 0.966 (DualDn)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973

Adversarial4 results

  • 3D ArchitectureonSIDD
    PSNR (sRGB)· 2022-01-09
    39.96
    best: 40.39 (CGNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 3D ArchitectureonSIDD
    SSIM (sRGB)· 2022-01-09
    0.96
    best: 0.973 (NBNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 3D ArchitectureonDND
    PSNR (sRGB)· 2022-01-09
    39.84
    best: 40.594 (DualDn)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • 3D ArchitectureonDND
    SSIM (sRGB)· 2022-01-09
    0.954
    best: 0.966 (DualDn)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973

Computer Code3 results

  • Blind Image DeblurringonHIDE
    PSNR· 2022-01-09
    32.83
    SOTA
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • Blind Image DeblurringonRealBlur-R
    SSIM (sRGB)· 2022-01-09
    0.961
    best: 0.981 (ALGNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973
  • Blind Image DeblurringonGoPro
    PSNR· 2022-01-09
    32.86
    best: 35.98 (BSSTNet)
    MAXIM: Multi-Axis MLP for Image ProcessingarXiv:2201.02973