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Models/RealSR + x264

RealSR + x264

Reported on 66 benchmarks across 11 tasks

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

Computer Vision30 results

  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    0.77
    best: 21.965 (bicubic + aomenc)
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    0.591
    best: 0.559 (SwinIR + x264)
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    0.487
    best: 11.643 (EGVSR + aomenc)
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    0.675
    best: 15.144 (SwinIR + uavs3e)
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score
    0.196
    best: 3.196 (SOF-VSR-BI + uavs3e)
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    0.775
    best: 10.67 (COMISR + aomenc)
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    0.77
    best: 21.965 (bicubic + aomenc)
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    0.591
    best: 0.559 (SwinIR + x264)
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    0.487
    best: 11.643 (EGVSR + aomenc)
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    0.675
    best: 15.144 (SwinIR + uavs3e)
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score
    0.196
    best: 3.196 (SOF-VSR-BI + uavs3e)
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    0.775
    best: 10.67 (COMISR + aomenc)
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    0.77
    best: 21.965 (bicubic + aomenc)
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    0.591
    best: 0.559 (SwinIR + x264)
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    0.487
    best: 11.643 (EGVSR + aomenc)
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    0.675
    best: 15.144 (SwinIR + uavs3e)
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score
    0.196
    best: 3.196 (SOF-VSR-BI + uavs3e)
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    0.775
    best: 10.67 (COMISR + aomenc)
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    0.77
    best: 21.965 (bicubic + aomenc)
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    0.591
    best: 0.559 (SwinIR + x264)
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    0.487
    best: 11.643 (EGVSR + aomenc)
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    0.675
    best: 15.144 (SwinIR + uavs3e)
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score
    0.196
    best: 3.196 (SOF-VSR-BI + uavs3e)
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    0.775
    best: 10.67 (COMISR + aomenc)
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    0.77
    best: 21.965 (bicubic + aomenc)
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    0.591
    best: 0.559 (SwinIR + x264)
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    0.487
    best: 11.643 (EGVSR + aomenc)
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    0.675
    best: 15.144 (SwinIR + uavs3e)
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score
    0.196
    best: 3.196 (SOF-VSR-BI + uavs3e)
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    0.775
    best: 10.67 (COMISR + aomenc)

Knowledge Base12 results

  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    0.77
    best: 21.965 (bicubic + aomenc)
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    0.591
    best: 0.559 (SwinIR + x264)
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    0.487
    best: 11.643 (EGVSR + aomenc)
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    0.675
    best: 15.144 (SwinIR + uavs3e)
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score
    0.196
    best: 3.196 (SOF-VSR-BI + uavs3e)
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    0.775
    best: 10.67 (COMISR + aomenc)
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    0.77
    best: 21.965 (bicubic + aomenc)
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    0.591
    best: 0.559 (SwinIR + x264)
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    0.487
    best: 11.643 (EGVSR + aomenc)
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    0.675
    best: 15.144 (SwinIR + uavs3e)
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score
    0.196
    best: 3.196 (SOF-VSR-BI + uavs3e)
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    0.775
    best: 10.67 (COMISR + aomenc)

Graphs6 results

  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    0.77
    best: 21.965 (bicubic + aomenc)
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    0.591
    best: 0.559 (SwinIR + x264)
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    0.487
    best: 11.643 (EGVSR + aomenc)
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    0.675
    best: 15.144 (SwinIR + uavs3e)
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score
    0.196
    best: 3.196 (SOF-VSR-BI + uavs3e)
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    0.775
    best: 10.67 (COMISR + aomenc)

Methodology6 results

  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    0.77
    best: 21.965 (bicubic + aomenc)
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    0.591
    best: 0.559 (SwinIR + x264)
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    0.487
    best: 11.643 (EGVSR + aomenc)
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    0.675
    best: 15.144 (SwinIR + uavs3e)
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score
    0.196
    best: 3.196 (SOF-VSR-BI + uavs3e)
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    0.775
    best: 10.67 (COMISR + aomenc)

Playing Games6 results

  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    0.77
    best: 21.965 (bicubic + aomenc)
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    0.591
    best: 0.559 (SwinIR + x264)
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    0.487
    best: 11.643 (EGVSR + aomenc)
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    0.675
    best: 15.144 (SwinIR + uavs3e)
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score
    0.196
    best: 3.196 (SOF-VSR-BI + uavs3e)
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    0.775
    best: 10.67 (COMISR + aomenc)

Audio6 results

  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    0.77
    best: 21.965 (bicubic + aomenc)
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    0.591
    best: 0.559 (SwinIR + x264)
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    0.487
    best: 11.643 (EGVSR + aomenc)
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    0.675
    best: 15.144 (SwinIR + uavs3e)
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score
    0.196
    best: 3.196 (SOF-VSR-BI + uavs3e)
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    0.775
    best: 10.67 (COMISR + aomenc)