TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/iSeeBetter

iSeeBetter

Reported on 121 benchmarks across 11 tasks · 1 paper · 33 SOTA

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

Computer Vision55 results

  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-06-13
    0.939
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2020-06-13
    0.748
    best: 0.758 (VRT)
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Human Pose EstimationonVimeo90K
    PSNR· 2020-06-13
    40.17
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • VideoonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-06-13
    0.939
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2020-06-13
    0.748
    best: 0.758 (VRT)
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • VideoonVimeo90K
    PSNR· 2020-06-13
    40.17
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-06-13
    0.939
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2020-06-13
    0.748
    best: 0.758 (VRT)
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Pose EstimationonVimeo90K
    PSNR· 2020-06-13
    40.17
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-06-13
    0.939
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2020-06-13
    0.748
    best: 0.758 (VRT)
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Video Super-ResolutiononVimeo90K
    PSNR· 2020-06-13
    40.17
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-06-13
    0.939
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2020-06-13
    0.748
    best: 0.758 (VRT)
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Object Super-ResolutiononVimeo90K
    PSNR· 2020-06-13
    40.17
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-06-13
    27.42
    best: 31.28 (VEAI-AHQ-12)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-06-13
    57.91
    best: 61.2 (TecoGAN)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2020-06-13
    0.741
    best: 0.623 (DFDnet)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2020-06-13
    0.045
    best: 5.882 (SRMD)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2020-06-13
    31.104
    best: 31.669 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2020-06-13
    0.629
    best: 0.722 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2020-06-13
    0.896
    best: 0.902 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2020-06-13
    6.809
    best: 7.628 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • VideoonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-06-13
    27.42
    best: 31.28 (VEAI-AHQ-12)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • VideoonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-06-13
    57.91
    best: 61.2 (TecoGAN)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2020-06-13
    0.741
    best: 0.623 (DFDnet)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2020-06-13
    0.045
    best: 5.882 (SRMD)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2020-06-13
    31.104
    best: 31.669 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2020-06-13
    0.629
    best: 0.722 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2020-06-13
    0.896
    best: 0.902 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2020-06-13
    6.809
    best: 7.628 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-06-13
    27.42
    best: 31.28 (VEAI-AHQ-12)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-06-13
    57.91
    best: 61.2 (TecoGAN)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2020-06-13
    0.741
    best: 0.623 (DFDnet)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2020-06-13
    0.045
    best: 5.882 (SRMD)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2020-06-13
    31.104
    best: 31.669 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2020-06-13
    0.629
    best: 0.722 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2020-06-13
    0.896
    best: 0.902 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2020-06-13
    6.809
    best: 7.628 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-06-13
    27.42
    best: 31.28 (VEAI-AHQ-12)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-06-13
    57.91
    best: 61.2 (TecoGAN)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2020-06-13
    0.741
    best: 0.623 (DFDnet)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2020-06-13
    0.045
    best: 5.882 (SRMD)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2020-06-13
    31.104
    best: 31.669 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2020-06-13
    0.629
    best: 0.722 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2020-06-13
    0.896
    best: 0.902 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2020-06-13
    6.809
    best: 7.628 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-06-13
    27.42
    best: 31.28 (VEAI-AHQ-12)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-06-13
    57.91
    best: 61.2 (TecoGAN)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2020-06-13
    0.741
    best: 0.623 (DFDnet)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2020-06-13
    0.045
    best: 5.882 (SRMD)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2020-06-13
    31.104
    best: 31.669 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2020-06-13
    0.629
    best: 0.722 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2020-06-13
    0.896
    best: 0.902 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2020-06-13
    6.809
    best: 7.628 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161

Knowledge Base22 results

  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-06-13
    0.939
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2020-06-13
    0.748
    best: 0.758 (VRT)
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 2D Human Pose EstimationonVimeo90K
    PSNR· 2020-06-13
    40.17
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-06-13
    0.939
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2020-06-13
    0.748
    best: 0.758 (VRT)
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Absolute Human Pose EstimationonVimeo90K
    PSNR· 2020-06-13
    40.17
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-06-13
    27.42
    best: 31.28 (VEAI-AHQ-12)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-06-13
    57.91
    best: 61.2 (TecoGAN)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2020-06-13
    0.741
    best: 0.623 (DFDnet)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2020-06-13
    0.045
    best: 5.882 (SRMD)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2020-06-13
    31.104
    best: 31.669 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2020-06-13
    0.629
    best: 0.722 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2020-06-13
    0.896
    best: 0.902 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2020-06-13
    6.809
    best: 7.628 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-06-13
    27.42
    best: 31.28 (VEAI-AHQ-12)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-06-13
    57.91
    best: 61.2 (TecoGAN)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2020-06-13
    0.741
    best: 0.623 (DFDnet)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2020-06-13
    0.045
    best: 5.882 (SRMD)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2020-06-13
    31.104
    best: 31.669 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2020-06-13
    0.629
    best: 0.722 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2020-06-13
    0.896
    best: 0.902 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2020-06-13
    6.809
    best: 7.628 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161

Graphs11 results

  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-06-13
    0.939
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2020-06-13
    0.748
    best: 0.758 (VRT)
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Super-ResolutiononVimeo90K
    PSNR· 2020-06-13
    40.17
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-06-13
    27.42
    best: 31.28 (VEAI-AHQ-12)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-06-13
    57.91
    best: 61.2 (TecoGAN)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2020-06-13
    0.741
    best: 0.623 (DFDnet)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2020-06-13
    0.045
    best: 5.882 (SRMD)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2020-06-13
    31.104
    best: 31.669 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2020-06-13
    0.629
    best: 0.722 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2020-06-13
    0.896
    best: 0.902 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2020-06-13
    6.809
    best: 7.628 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161

Methodology11 results

  • 3DonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-06-13
    0.939
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2020-06-13
    0.748
    best: 0.758 (VRT)
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3DonVimeo90K
    PSNR· 2020-06-13
    40.17
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3DonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-06-13
    27.42
    best: 31.28 (VEAI-AHQ-12)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3DonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-06-13
    57.91
    best: 61.2 (TecoGAN)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2020-06-13
    0.741
    best: 0.623 (DFDnet)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2020-06-13
    0.045
    best: 5.882 (SRMD)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2020-06-13
    31.104
    best: 31.669 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2020-06-13
    0.629
    best: 0.722 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2020-06-13
    0.896
    best: 0.902 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2020-06-13
    6.809
    best: 7.628 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161

Playing Games11 results

  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-06-13
    0.939
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2020-06-13
    0.748
    best: 0.758 (VRT)
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Face AnimationonVimeo90K
    PSNR· 2020-06-13
    40.17
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-06-13
    27.42
    best: 31.28 (VEAI-AHQ-12)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-06-13
    57.91
    best: 61.2 (TecoGAN)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2020-06-13
    0.741
    best: 0.623 (DFDnet)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2020-06-13
    0.045
    best: 5.882 (SRMD)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2020-06-13
    31.104
    best: 31.669 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2020-06-13
    0.629
    best: 0.722 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2020-06-13
    0.896
    best: 0.902 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2020-06-13
    6.809
    best: 7.628 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161

Audio11 results

  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    SSIM· 2020-06-13
    0.939
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2020-06-13
    0.748
    best: 0.758 (VRT)
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 1 Image, 2*2 StitchionVimeo90K
    PSNR· 2020-06-13
    40.17
    SOTA
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    PSNR· 2020-06-13
    27.42
    best: 31.28 (VEAI-AHQ-12)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    VMAF· 2020-06-13
    57.91
    best: 61.2 (TecoGAN)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2020-06-13
    0.741
    best: 0.623 (DFDnet)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2020-06-13
    0.045
    best: 5.882 (SRMD)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2020-06-13
    31.104
    best: 31.669 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2020-06-13
    0.629
    best: 0.722 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2020-06-13
    0.896
    best: 0.902 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2020-06-13
    6.809
    best: 7.628 (VRT)
    iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networksarXiv:2006.11161