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Models/SOF-VSR

SOF-VSR

Reported on 66 benchmarks across 11 tasks · 2 papers · 22 SOTA

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

Computer Vision40 results

  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-01-06
    0.937
    best: 0.939 (iSeeBetter)
    SOTA
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • VideoonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-01-06
    0.937
    best: 0.939 (iSeeBetter)
    SOTA
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-01-06
    0.937
    best: 0.939 (iSeeBetter)
    SOTA
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-01-06
    0.937
    best: 0.939 (iSeeBetter)
    SOTA
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-01-06
    0.937
    best: 0.939 (iSeeBetter)
    SOTA
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2018-09-23
    26.01
    best: 31.36 (NeuriCam-net)
    SOTA
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • VideoonVid4 - 4x upscaling
    PSNR· 2018-09-23
    26.01
    best: 31.36 (NeuriCam-net)
    SOTA
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • Pose EstimationonVid4 - 4x upscaling
    PSNR· 2018-09-23
    26.01
    best: 31.36 (NeuriCam-net)
    SOTA
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • Video Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2018-09-23
    26.01
    best: 31.36 (NeuriCam-net)
    SOTA
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3D Object Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2018-09-23
    26.01
    best: 31.36 (NeuriCam-net)
    SOTA
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-01-06
    27.14
    best: 31.28 (VEAI-AHQ-12)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-01-06
    56.45
    best: 61.2 (TecoGAN)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2020-01-06
    26
    best: 31.36 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2020-01-06
    0.772
    best: 0.933 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • VideoonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-01-06
    27.14
    best: 31.28 (VEAI-AHQ-12)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • VideoonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-01-06
    56.45
    best: 61.2 (TecoGAN)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • VideoonVid4 - 4x upscaling
    PSNR· 2020-01-06
    26
    best: 31.36 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • VideoonVid4 - 4x upscaling
    SSIM· 2020-01-06
    0.772
    best: 0.933 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-01-06
    27.14
    best: 31.28 (VEAI-AHQ-12)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-01-06
    56.45
    best: 61.2 (TecoGAN)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Pose EstimationonVid4 - 4x upscaling
    PSNR· 2020-01-06
    26
    best: 31.36 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Pose EstimationonVid4 - 4x upscaling
    SSIM· 2020-01-06
    0.772
    best: 0.933 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-01-06
    27.14
    best: 31.28 (VEAI-AHQ-12)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-01-06
    56.45
    best: 61.2 (TecoGAN)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Video Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2020-01-06
    26
    best: 31.36 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Video Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2020-01-06
    0.772
    best: 0.933 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-01-06
    27.14
    best: 31.28 (VEAI-AHQ-12)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-01-06
    56.45
    best: 61.2 (TecoGAN)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Object Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2020-01-06
    26
    best: 31.36 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Object Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2020-01-06
    0.772
    best: 0.933 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Human Pose EstimationonVid4 - 4x upscaling
    MOVIE· 2018-09-23
    4.32
    best: 9.31 (bicubic)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3D Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2018-09-23
    0.771
    best: 0.933 (NeuriCam-net)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • VideoonVid4 - 4x upscaling
    MOVIE· 2018-09-23
    4.32
    best: 9.31 (bicubic)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • VideoonVid4 - 4x upscaling
    SSIM· 2018-09-23
    0.771
    best: 0.933 (NeuriCam-net)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • Pose EstimationonVid4 - 4x upscaling
    MOVIE· 2018-09-23
    4.32
    best: 9.31 (bicubic)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • Pose EstimationonVid4 - 4x upscaling
    SSIM· 2018-09-23
    0.771
    best: 0.933 (NeuriCam-net)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • Video Super-ResolutiononVid4 - 4x upscaling
    MOVIE· 2018-09-23
    4.32
    best: 9.31 (bicubic)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • Video Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2018-09-23
    0.771
    best: 0.933 (NeuriCam-net)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3D Object Super-ResolutiononVid4 - 4x upscaling
    MOVIE· 2018-09-23
    4.32
    best: 9.31 (bicubic)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3D Object Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2018-09-23
    0.771
    best: 0.933 (NeuriCam-net)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573

Knowledge Base16 results

  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-01-06
    0.937
    best: 0.939 (iSeeBetter)
    SOTA
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-01-06
    0.937
    best: 0.939 (iSeeBetter)
    SOTA
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 2D Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2018-09-23
    26.01
    best: 31.36 (NeuriCam-net)
    SOTA
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2018-09-23
    26.01
    best: 31.36 (NeuriCam-net)
    SOTA
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-01-06
    27.14
    best: 31.28 (VEAI-AHQ-12)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-01-06
    56.45
    best: 61.2 (TecoGAN)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 2D Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2020-01-06
    26
    best: 31.36 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 2D Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2020-01-06
    0.772
    best: 0.933 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-01-06
    27.14
    best: 31.28 (VEAI-AHQ-12)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-01-06
    56.45
    best: 61.2 (TecoGAN)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2020-01-06
    26
    best: 31.36 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2020-01-06
    0.772
    best: 0.933 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 2D Human Pose EstimationonVid4 - 4x upscaling
    MOVIE· 2018-09-23
    4.32
    best: 9.31 (bicubic)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 2D Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2018-09-23
    0.771
    best: 0.933 (NeuriCam-net)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling
    MOVIE· 2018-09-23
    4.32
    best: 9.31 (bicubic)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2018-09-23
    0.771
    best: 0.933 (NeuriCam-net)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573

Graphs8 results

  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-01-06
    0.937
    best: 0.939 (iSeeBetter)
    SOTA
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2018-09-23
    26.01
    best: 31.36 (NeuriCam-net)
    SOTA
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-01-06
    27.14
    best: 31.28 (VEAI-AHQ-12)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-01-06
    56.45
    best: 61.2 (TecoGAN)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2020-01-06
    26
    best: 31.36 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2020-01-06
    0.772
    best: 0.933 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • Super-ResolutiononVid4 - 4x upscaling
    MOVIE· 2018-09-23
    4.32
    best: 9.31 (bicubic)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2018-09-23
    0.771
    best: 0.933 (NeuriCam-net)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573

Methodology8 results

  • 3DonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-01-06
    0.937
    best: 0.939 (iSeeBetter)
    SOTA
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3DonVid4 - 4x upscaling
    PSNR· 2018-09-23
    26.01
    best: 31.36 (NeuriCam-net)
    SOTA
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3DonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-01-06
    27.14
    best: 31.28 (VEAI-AHQ-12)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3DonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-01-06
    56.45
    best: 61.2 (TecoGAN)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3DonVid4 - 4x upscaling
    PSNR· 2020-01-06
    26
    best: 31.36 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3DonVid4 - 4x upscaling
    SSIM· 2020-01-06
    0.772
    best: 0.933 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3DonVid4 - 4x upscaling
    MOVIE· 2018-09-23
    4.32
    best: 9.31 (bicubic)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3DonVid4 - 4x upscaling
    SSIM· 2018-09-23
    0.771
    best: 0.933 (NeuriCam-net)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573

Playing Games8 results

  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-01-06
    0.937
    best: 0.939 (iSeeBetter)
    SOTA
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Face AnimationonVid4 - 4x upscaling
    PSNR· 2018-09-23
    26.01
    best: 31.36 (NeuriCam-net)
    SOTA
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-01-06
    27.14
    best: 31.28 (VEAI-AHQ-12)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-01-06
    56.45
    best: 61.2 (TecoGAN)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Face AnimationonVid4 - 4x upscaling
    PSNR· 2020-01-06
    26
    best: 31.36 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Face AnimationonVid4 - 4x upscaling
    SSIM· 2020-01-06
    0.772
    best: 0.933 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 3D Face AnimationonVid4 - 4x upscaling
    MOVIE· 2018-09-23
    4.32
    best: 9.31 (bicubic)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 3D Face AnimationonVid4 - 4x upscaling
    SSIM· 2018-09-23
    0.771
    best: 0.933 (NeuriCam-net)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573

Audio8 results

  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-01-06
    0.937
    best: 0.939 (iSeeBetter)
    SOTA
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling
    PSNR· 2018-09-23
    26.01
    best: 31.36 (NeuriCam-net)
    SOTA
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-01-06
    27.14
    best: 31.28 (VEAI-AHQ-12)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-01-06
    56.45
    best: 61.2 (TecoGAN)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling
    PSNR· 2020-01-06
    26
    best: 31.36 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling
    SSIM· 2020-01-06
    0.772
    best: 0.933 (NeuriCam-net)
    Deep Video Super-Resolution using HR Optical Flow EstimationarXiv:2001.02129
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling
    MOVIE· 2018-09-23
    4.32
    best: 9.31 (bicubic)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling
    SSIM· 2018-09-23
    0.771
    best: 0.933 (NeuriCam-net)
    Learning for Video Super-Resolution through HR Optical Flow EstimationarXiv:1809.08573