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Models/Stripformer

Stripformer

Reported on 40 benchmarks across 4 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 Vision10 results

  • DeblurringonRealBlur-R
    Params· 2022-04-10
    20
    SOTA
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • DeblurringonRealBlur-R
    SSIM (sRGB)· 2022-04-10
    0.974
    best: 0.981 (ALGNet)
    SOTA
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • DeblurringonRealBlur-J
    PSNR (sRGB)· 2022-04-10
    32.48
    best: 33.96 (AdaRevD)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • DeblurringonRealBlur-J
    Params(M)· 2022-04-10
    20
    best: 22.2 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • DeblurringonRealBlur-J
    SSIM (sRGB)· 2022-04-10
    0.929
    best: 0.946 (ALGNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • DeblurringonRealBlur-R
    PSNR (sRGB)· 2022-04-10
    39.84
    best: 41.19 (AdaRevD)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • DeblurringonGoPro
    PSNR· 2022-04-10
    33.08
    best: 35.98 (BSSTNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • DeblurringonGoPro
    SSIM· 2022-04-10
    0.962
    best: 0.9792 (BSSTNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • DeblurringonHIDE (trained on GOPRO)
    PSNR (sRGB)· 2022-04-10
    31.03
    best: 32.83 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • DeblurringonHIDE (trained on GOPRO)
    SSIM (sRGB)· 2022-04-10
    0.94
    best: 0.956 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627

Methodology10 results

  • 2D ClassificationonRealBlur-R
    Params· 2022-04-10
    20
    SOTA
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 2D ClassificationonRealBlur-R
    SSIM (sRGB)· 2022-04-10
    0.974
    best: 0.981 (ALGNet)
    SOTA
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 2D ClassificationonRealBlur-J
    PSNR (sRGB)· 2022-04-10
    32.48
    best: 33.96 (AdaRevD)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 2D ClassificationonRealBlur-J
    Params(M)· 2022-04-10
    20
    best: 22.2 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 2D ClassificationonRealBlur-J
    SSIM (sRGB)· 2022-04-10
    0.929
    best: 0.946 (ALGNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 2D ClassificationonRealBlur-R
    PSNR (sRGB)· 2022-04-10
    39.84
    best: 41.19 (AdaRevD)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 2D ClassificationonGoPro
    PSNR· 2022-04-10
    33.08
    best: 35.98 (BSSTNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 2D ClassificationonGoPro
    SSIM· 2022-04-10
    0.962
    best: 0.9792 (BSSTNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 2D ClassificationonHIDE (trained on GOPRO)
    PSNR (sRGB)· 2022-04-10
    31.03
    best: 32.83 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 2D ClassificationonHIDE (trained on GOPRO)
    SSIM (sRGB)· 2022-04-10
    0.94
    best: 0.956 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627

Audio10 results

  • 10-shot image generationonRealBlur-R
    Params· 2022-04-10
    20
    SOTA
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 10-shot image generationonRealBlur-R
    SSIM (sRGB)· 2022-04-10
    0.974
    best: 0.981 (ALGNet)
    SOTA
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 10-shot image generationonRealBlur-J
    PSNR (sRGB)· 2022-04-10
    32.48
    best: 33.96 (AdaRevD)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 10-shot image generationonRealBlur-J
    Params(M)· 2022-04-10
    20
    best: 22.2 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 10-shot image generationonRealBlur-J
    SSIM (sRGB)· 2022-04-10
    0.929
    best: 0.946 (ALGNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 10-shot image generationonRealBlur-R
    PSNR (sRGB)· 2022-04-10
    39.84
    best: 41.19 (AdaRevD)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 10-shot image generationonGoPro
    PSNR· 2022-04-10
    33.08
    best: 35.98 (BSSTNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 10-shot image generationonGoPro
    SSIM· 2022-04-10
    0.962
    best: 0.9792 (BSSTNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 10-shot image generationonHIDE (trained on GOPRO)
    PSNR (sRGB)· 2022-04-10
    31.03
    best: 32.83 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • 10-shot image generationonHIDE (trained on GOPRO)
    SSIM (sRGB)· 2022-04-10
    0.94
    best: 0.956 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627

Computer Code10 results

  • Blind Image DeblurringonRealBlur-R
    Params· 2022-04-10
    20
    SOTA
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • Blind Image DeblurringonRealBlur-R
    SSIM (sRGB)· 2022-04-10
    0.974
    best: 0.981 (ALGNet)
    SOTA
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • Blind Image DeblurringonRealBlur-J
    PSNR (sRGB)· 2022-04-10
    32.48
    best: 33.96 (AdaRevD)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • Blind Image DeblurringonRealBlur-J
    Params(M)· 2022-04-10
    20
    best: 22.2 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • Blind Image DeblurringonRealBlur-J
    SSIM (sRGB)· 2022-04-10
    0.929
    best: 0.946 (ALGNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • Blind Image DeblurringonRealBlur-R
    PSNR (sRGB)· 2022-04-10
    39.84
    best: 41.19 (AdaRevD)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • Blind Image DeblurringonGoPro
    PSNR· 2022-04-10
    33.08
    best: 35.98 (BSSTNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • Blind Image DeblurringonGoPro
    SSIM· 2022-04-10
    0.962
    best: 0.9792 (BSSTNet)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • Blind Image DeblurringonHIDE (trained on GOPRO)
    PSNR (sRGB)· 2022-04-10
    31.03
    best: 32.83 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627
  • Blind Image DeblurringonHIDE (trained on GOPRO)
    SSIM (sRGB)· 2022-04-10
    0.94
    best: 0.956 (MAXIM)
    Stripformer: Strip Transformer for Fast Image DeblurringarXiv:2204.04627