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Papers With Code 2

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Models/S2SVR

S2SVR

Reported on 20 benchmarks across 16 tasks · 1 paper

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

Computer Vision8 results

  • DeblurringonGoPro
    PSNR· 2022-05-20
    31.82
    best: 35.98 (BSSTNet)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • DeblurringonGoPro
    SSIM· 2022-05-20
    0.923
    best: 0.9792 (BSSTNet)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • 3D Human Pose EstimationonVimeo90K
    PSNR· 2022-05-20
    37.63
    best: 40.17 (iSeeBetter)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • VideoonVimeo90K
    PSNR· 2022-05-20
    37.63
    best: 40.17 (iSeeBetter)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • Pose EstimationonVimeo90K
    PSNR· 2022-05-20
    37.63
    best: 40.17 (iSeeBetter)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • Video EnhancementonMFQE v2
    Incremental PSNR· 2022-05-20
    0.93
    best: 1.1 (BasicVSR++)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • Video Super-ResolutiononVimeo90K
    PSNR· 2022-05-20
    37.63
    best: 40.17 (iSeeBetter)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • 3D Object Super-ResolutiononVimeo90K
    PSNR· 2022-05-20
    37.63
    best: 40.17 (iSeeBetter)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195

Methodology3 results

  • 3DonVimeo90K
    PSNR· 2022-05-20
    37.63
    best: 40.17 (iSeeBetter)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • 2D ClassificationonGoPro
    PSNR· 2022-05-20
    31.82
    best: 35.98 (BSSTNet)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • 2D ClassificationonGoPro
    SSIM· 2022-05-20
    0.923
    best: 0.9792 (BSSTNet)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195

Audio3 results

  • 10-shot image generationonGoPro
    PSNR· 2022-05-20
    31.82
    best: 35.98 (BSSTNet)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • 10-shot image generationonGoPro
    SSIM· 2022-05-20
    0.923
    best: 0.9792 (BSSTNet)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • 1 Image, 2*2 StitchionVimeo90K
    PSNR· 2022-05-20
    37.63
    best: 40.17 (iSeeBetter)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195

Knowledge Base2 results

  • 2D Human Pose EstimationonVimeo90K
    PSNR· 2022-05-20
    37.63
    best: 40.17 (iSeeBetter)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • 3D Absolute Human Pose EstimationonVimeo90K
    PSNR· 2022-05-20
    37.63
    best: 40.17 (iSeeBetter)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195

Computer Code2 results

  • Blind Image DeblurringonGoPro
    PSNR· 2022-05-20
    31.82
    best: 35.98 (BSSTNet)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195
  • Blind Image DeblurringonGoPro
    SSIM· 2022-05-20
    0.923
    best: 0.9792 (BSSTNet)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195

Graphs1 result

  • Super-ResolutiononVimeo90K
    PSNR· 2022-05-20
    37.63
    best: 40.17 (iSeeBetter)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195

Playing Games1 result

  • 3D Face AnimationonVimeo90K
    PSNR· 2022-05-20
    37.63
    best: 40.17 (iSeeBetter)
    Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video RestorationarXiv:2205.10195