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Models/STDAN

STDAN

Reported on 16 benchmarks across 4 tasks · 1 paper

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

Computer Vision4 results

  • DeblurringonDVD
    PSNR· 2022-07-22
    33.05
    best: 34.95 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • DeblurringonDVD
    SSIM· 2022-07-22
    0.9374
    best: 97.38 (RVRT)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • DeblurringonGoPro
    PSNR· 2022-07-22
    32.29
    best: 35.98 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • DeblurringonGoPro
    SSIM· 2022-07-22
    0.9313
    best: 0.9792 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852

Methodology4 results

  • 2D ClassificationonDVD
    PSNR· 2022-07-22
    33.05
    best: 34.95 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • 2D ClassificationonDVD
    SSIM· 2022-07-22
    0.9374
    best: 97.38 (RVRT)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • 2D ClassificationonGoPro
    PSNR· 2022-07-22
    32.29
    best: 35.98 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • 2D ClassificationonGoPro
    SSIM· 2022-07-22
    0.9313
    best: 0.9792 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852

Audio4 results

  • 10-shot image generationonDVD
    PSNR· 2022-07-22
    33.05
    best: 34.95 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • 10-shot image generationonDVD
    SSIM· 2022-07-22
    0.9374
    best: 97.38 (RVRT)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • 10-shot image generationonGoPro
    PSNR· 2022-07-22
    32.29
    best: 35.98 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • 10-shot image generationonGoPro
    SSIM· 2022-07-22
    0.9313
    best: 0.9792 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852

Computer Code4 results

  • Blind Image DeblurringonDVD
    PSNR· 2022-07-22
    33.05
    best: 34.95 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • Blind Image DeblurringonDVD
    SSIM· 2022-07-22
    0.9374
    best: 97.38 (RVRT)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • Blind Image DeblurringonGoPro
    PSNR· 2022-07-22
    32.29
    best: 35.98 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852
  • Blind Image DeblurringonGoPro
    SSIM· 2022-07-22
    0.9313
    best: 0.9792 (BSSTNet)
    Spatio-Temporal Deformable Attention Network for Video DeblurringarXiv:2207.10852