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Models/bicubic + uavs3e

bicubic + uavs3e

Reported on 55 benchmarks across 11 tasks

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
    21.965
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    18.057
    best: 0.559 (SwinIR + x264)
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    5.068
    best: 11.643 (EGVSR + aomenc)
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    7.372
    best: 15.144 (SwinIR + uavs3e)
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    7.026
    best: 10.67 (COMISR + aomenc)
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    21.965
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    18.057
    best: 0.559 (SwinIR + x264)
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    5.068
    best: 11.643 (EGVSR + aomenc)
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    7.372
    best: 15.144 (SwinIR + uavs3e)
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    7.026
    best: 10.67 (COMISR + aomenc)
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    21.965
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    18.057
    best: 0.559 (SwinIR + x264)
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    5.068
    best: 11.643 (EGVSR + aomenc)
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    7.372
    best: 15.144 (SwinIR + uavs3e)
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    7.026
    best: 10.67 (COMISR + aomenc)
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    21.965
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    18.057
    best: 0.559 (SwinIR + x264)
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    5.068
    best: 11.643 (EGVSR + aomenc)
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    7.372
    best: 15.144 (SwinIR + uavs3e)
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    7.026
    best: 10.67 (COMISR + aomenc)
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    21.965
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    18.057
    best: 0.559 (SwinIR + x264)
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    5.068
    best: 11.643 (EGVSR + aomenc)
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    7.372
    best: 15.144 (SwinIR + uavs3e)
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    7.026
    best: 10.67 (COMISR + aomenc)

Knowledge Base10 results

  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    21.965
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    18.057
    best: 0.559 (SwinIR + x264)
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    5.068
    best: 11.643 (EGVSR + aomenc)
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    7.372
    best: 15.144 (SwinIR + uavs3e)
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    7.026
    best: 10.67 (COMISR + aomenc)
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    21.965
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    18.057
    best: 0.559 (SwinIR + x264)
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    5.068
    best: 11.643 (EGVSR + aomenc)
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    7.372
    best: 15.144 (SwinIR + uavs3e)
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    7.026
    best: 10.67 (COMISR + aomenc)

Graphs5 results

  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    21.965
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    18.057
    best: 0.559 (SwinIR + x264)
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    5.068
    best: 11.643 (EGVSR + aomenc)
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    7.372
    best: 15.144 (SwinIR + uavs3e)
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    7.026
    best: 10.67 (COMISR + aomenc)

Methodology5 results

  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    21.965
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    18.057
    best: 0.559 (SwinIR + x264)
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    5.068
    best: 11.643 (EGVSR + aomenc)
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    7.372
    best: 15.144 (SwinIR + uavs3e)
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    7.026
    best: 10.67 (COMISR + aomenc)

Playing Games5 results

  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    21.965
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    18.057
    best: 0.559 (SwinIR + x264)
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    5.068
    best: 11.643 (EGVSR + aomenc)
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    7.372
    best: 15.144 (SwinIR + uavs3e)
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    7.026
    best: 10.67 (COMISR + aomenc)

Audio5 results

  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA
    21.965
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS
    18.057
    best: 0.559 (SwinIR + x264)
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM
    5.068
    best: 11.643 (EGVSR + aomenc)
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR
    7.372
    best: 15.144 (SwinIR + uavs3e)
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF
    7.026
    best: 10.67 (COMISR + aomenc)