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Models/FRVSR

FRVSR

Reported on 55 benchmarks across 11 tasks · 1 paper · 44 SOTA

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

Computer Vision25 results

  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2018-01-14
    0.936
    best: 0.939 (iSeeBetter)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2018-01-14
    57.14
    best: 61.2 (TecoGAN)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    PSNR· 2018-01-14
    26.69
    best: 29.54 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    SSIM· 2018-01-14
    0.8103
    best: 0.881 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • VideoonMSU Video Upscalers: Quality Enhancement
    SSIM· 2018-01-14
    0.936
    best: 0.939 (iSeeBetter)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • VideoonMSU Video Upscalers: Quality Enhancement
    VMAF· 2018-01-14
    57.14
    best: 61.2 (TecoGAN)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • VideoonVid4 - 4x upscaling - BD degradation
    PSNR· 2018-01-14
    26.69
    best: 29.54 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • VideoonVid4 - 4x upscaling - BD degradation
    SSIM· 2018-01-14
    0.8103
    best: 0.881 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2018-01-14
    0.936
    best: 0.939 (iSeeBetter)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2018-01-14
    57.14
    best: 61.2 (TecoGAN)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Pose EstimationonVid4 - 4x upscaling - BD degradation
    PSNR· 2018-01-14
    26.69
    best: 29.54 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Pose EstimationonVid4 - 4x upscaling - BD degradation
    SSIM· 2018-01-14
    0.8103
    best: 0.881 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2018-01-14
    0.936
    best: 0.939 (iSeeBetter)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    VMAF· 2018-01-14
    57.14
    best: 61.2 (TecoGAN)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Video Super-ResolutiononVid4 - 4x upscaling - BD degradation
    PSNR· 2018-01-14
    26.69
    best: 29.54 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Video Super-ResolutiononVid4 - 4x upscaling - BD degradation
    SSIM· 2018-01-14
    0.8103
    best: 0.881 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2018-01-14
    0.936
    best: 0.939 (iSeeBetter)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    VMAF· 2018-01-14
    57.14
    best: 61.2 (TecoGAN)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Object Super-ResolutiononVid4 - 4x upscaling - BD degradation
    PSNR· 2018-01-14
    26.69
    best: 29.54 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Object Super-ResolutiononVid4 - 4x upscaling - BD degradation
    SSIM· 2018-01-14
    0.8103
    best: 0.881 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2018-01-14
    27.23
    best: 31.28 (VEAI-AHQ-12)
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • VideoonMSU Video Upscalers: Quality Enhancement
    PSNR· 2018-01-14
    27.23
    best: 31.28 (VEAI-AHQ-12)
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2018-01-14
    27.23
    best: 31.28 (VEAI-AHQ-12)
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2018-01-14
    27.23
    best: 31.28 (VEAI-AHQ-12)
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2018-01-14
    27.23
    best: 31.28 (VEAI-AHQ-12)
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590

Knowledge Base10 results

  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2018-01-14
    0.936
    best: 0.939 (iSeeBetter)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2018-01-14
    57.14
    best: 61.2 (TecoGAN)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 2D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    PSNR· 2018-01-14
    26.69
    best: 29.54 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 2D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    SSIM· 2018-01-14
    0.8103
    best: 0.881 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2018-01-14
    0.936
    best: 0.939 (iSeeBetter)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2018-01-14
    57.14
    best: 61.2 (TecoGAN)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    PSNR· 2018-01-14
    26.69
    best: 29.54 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    SSIM· 2018-01-14
    0.8103
    best: 0.881 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2018-01-14
    27.23
    best: 31.28 (VEAI-AHQ-12)
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2018-01-14
    27.23
    best: 31.28 (VEAI-AHQ-12)
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590

Graphs5 results

  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2018-01-14
    0.936
    best: 0.939 (iSeeBetter)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    VMAF· 2018-01-14
    57.14
    best: 61.2 (TecoGAN)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Super-ResolutiononVid4 - 4x upscaling - BD degradation
    PSNR· 2018-01-14
    26.69
    best: 29.54 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Super-ResolutiononVid4 - 4x upscaling - BD degradation
    SSIM· 2018-01-14
    0.8103
    best: 0.881 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2018-01-14
    27.23
    best: 31.28 (VEAI-AHQ-12)
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590

Methodology5 results

  • 3DonMSU Video Upscalers: Quality Enhancement
    SSIM· 2018-01-14
    0.936
    best: 0.939 (iSeeBetter)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3DonMSU Video Upscalers: Quality Enhancement
    VMAF· 2018-01-14
    57.14
    best: 61.2 (TecoGAN)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3DonVid4 - 4x upscaling - BD degradation
    PSNR· 2018-01-14
    26.69
    best: 29.54 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3DonVid4 - 4x upscaling - BD degradation
    SSIM· 2018-01-14
    0.8103
    best: 0.881 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3DonMSU Video Upscalers: Quality Enhancement
    PSNR· 2018-01-14
    27.23
    best: 31.28 (VEAI-AHQ-12)
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590

Playing Games5 results

  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2018-01-14
    0.936
    best: 0.939 (iSeeBetter)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2018-01-14
    57.14
    best: 61.2 (TecoGAN)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Face AnimationonVid4 - 4x upscaling - BD degradation
    PSNR· 2018-01-14
    26.69
    best: 29.54 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Face AnimationonVid4 - 4x upscaling - BD degradation
    SSIM· 2018-01-14
    0.8103
    best: 0.881 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2018-01-14
    27.23
    best: 31.28 (VEAI-AHQ-12)
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590

Audio5 results

  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    SSIM· 2018-01-14
    0.936
    best: 0.939 (iSeeBetter)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    VMAF· 2018-01-14
    57.14
    best: 61.2 (TecoGAN)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling - BD degradation
    PSNR· 2018-01-14
    26.69
    best: 29.54 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling - BD degradation
    SSIM· 2018-01-14
    0.8103
    best: 0.881 (RVRT)
    SOTA
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590
  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    PSNR· 2018-01-14
    27.23
    best: 31.28 (VEAI-AHQ-12)
    Frame-Recurrent Video Super-ResolutionarXiv:1801.04590