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Models/DBVSR + uavs3e

DBVSR + uavs3e

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· 2020-03-10
    7
    best: 21.965 (bicubic + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2020-03-10
    4.371
    best: 0.559 (SwinIR + x264)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2020-03-10
    2.396
    best: 11.643 (EGVSR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2020-03-10
    5.845
    best: 15.144 (SwinIR + uavs3e)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2020-03-10
    1.83
    best: 10.67 (COMISR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2020-03-10
    7
    best: 21.965 (bicubic + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2020-03-10
    4.371
    best: 0.559 (SwinIR + x264)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2020-03-10
    2.396
    best: 11.643 (EGVSR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2020-03-10
    5.845
    best: 15.144 (SwinIR + uavs3e)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2020-03-10
    1.83
    best: 10.67 (COMISR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2020-03-10
    7
    best: 21.965 (bicubic + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2020-03-10
    4.371
    best: 0.559 (SwinIR + x264)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2020-03-10
    2.396
    best: 11.643 (EGVSR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2020-03-10
    5.845
    best: 15.144 (SwinIR + uavs3e)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2020-03-10
    1.83
    best: 10.67 (COMISR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2020-03-10
    7
    best: 21.965 (bicubic + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2020-03-10
    4.371
    best: 0.559 (SwinIR + x264)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2020-03-10
    2.396
    best: 11.643 (EGVSR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2020-03-10
    5.845
    best: 15.144 (SwinIR + uavs3e)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2020-03-10
    1.83
    best: 10.67 (COMISR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2020-03-10
    7
    best: 21.965 (bicubic + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2020-03-10
    4.371
    best: 0.559 (SwinIR + x264)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2020-03-10
    2.396
    best: 11.643 (EGVSR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2020-03-10
    5.845
    best: 15.144 (SwinIR + uavs3e)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2020-03-10
    1.83
    best: 10.67 (COMISR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716

Knowledge Base10 results

  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2020-03-10
    7
    best: 21.965 (bicubic + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2020-03-10
    4.371
    best: 0.559 (SwinIR + x264)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2020-03-10
    2.396
    best: 11.643 (EGVSR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2020-03-10
    5.845
    best: 15.144 (SwinIR + uavs3e)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2020-03-10
    1.83
    best: 10.67 (COMISR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2020-03-10
    7
    best: 21.965 (bicubic + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2020-03-10
    4.371
    best: 0.559 (SwinIR + x264)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2020-03-10
    2.396
    best: 11.643 (EGVSR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2020-03-10
    5.845
    best: 15.144 (SwinIR + uavs3e)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2020-03-10
    1.83
    best: 10.67 (COMISR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716

Graphs5 results

  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2020-03-10
    7
    best: 21.965 (bicubic + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2020-03-10
    4.371
    best: 0.559 (SwinIR + x264)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2020-03-10
    2.396
    best: 11.643 (EGVSR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2020-03-10
    5.845
    best: 15.144 (SwinIR + uavs3e)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2020-03-10
    1.83
    best: 10.67 (COMISR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716

Methodology5 results

  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2020-03-10
    7
    best: 21.965 (bicubic + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2020-03-10
    4.371
    best: 0.559 (SwinIR + x264)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2020-03-10
    2.396
    best: 11.643 (EGVSR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2020-03-10
    5.845
    best: 15.144 (SwinIR + uavs3e)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2020-03-10
    1.83
    best: 10.67 (COMISR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716

Playing Games5 results

  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2020-03-10
    7
    best: 21.965 (bicubic + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2020-03-10
    4.371
    best: 0.559 (SwinIR + x264)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2020-03-10
    2.396
    best: 11.643 (EGVSR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2020-03-10
    5.845
    best: 15.144 (SwinIR + uavs3e)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2020-03-10
    1.83
    best: 10.67 (COMISR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716

Audio5 results

  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2020-03-10
    7
    best: 21.965 (bicubic + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2020-03-10
    4.371
    best: 0.559 (SwinIR + x264)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2020-03-10
    2.396
    best: 11.643 (EGVSR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2020-03-10
    5.845
    best: 15.144 (SwinIR + uavs3e)
    Deep Blind Video Super-resolutionarXiv:2003.04716
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2020-03-10
    1.83
    best: 10.67 (COMISR + aomenc)
    Deep Blind Video Super-resolutionarXiv:2003.04716