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Models/Real-ESRGAN + vvenc

Real-ESRGAN + vvenc

Reported on 55 benchmarks across 11 tasks · 1 paper

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 Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    6.712
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    12.744
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    5.95
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    14.561
    best: 15.144 (SwinIR + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    3.8
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    6.712
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    12.744
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    5.95
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    14.561
    best: 15.144 (SwinIR + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    3.8
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    6.712
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    12.744
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    5.95
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    14.561
    best: 15.144 (SwinIR + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    3.8
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    6.712
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    12.744
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    5.95
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    14.561
    best: 15.144 (SwinIR + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    3.8
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    6.712
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    12.744
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    5.95
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    14.561
    best: 15.144 (SwinIR + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    3.8
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833

Knowledge Base10 results

  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    6.712
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    12.744
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    5.95
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    14.561
    best: 15.144 (SwinIR + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    3.8
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    6.712
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    12.744
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    5.95
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    14.561
    best: 15.144 (SwinIR + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    3.8
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833

Graphs5 results

  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    6.712
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    12.744
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    5.95
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    14.561
    best: 15.144 (SwinIR + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    3.8
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833

Methodology5 results

  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    6.712
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    12.744
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    5.95
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    14.561
    best: 15.144 (SwinIR + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    3.8
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833

Playing Games5 results

  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    6.712
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    12.744
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    5.95
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    14.561
    best: 15.144 (SwinIR + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    3.8
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833

Audio5 results

  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    6.712
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    12.744
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    5.95
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    14.561
    best: 15.144 (SwinIR + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    3.8
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833