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Models/SwinIR + vvenc

SwinIR + vvenc

Reported on 66 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 Vision30 results

  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-08-23
    6.624
    best: 21.965 (bicubic + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-08-23
    1.552
    best: 0.559 (SwinIR + x264)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-08-23
    5.758
    best: 11.643 (EGVSR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-08-23
    8.971
    best: 15.144 (SwinIR + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-08-23
    1.35
    best: 3.196 (SOF-VSR-BI + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-08-23
    0.887
    best: 10.67 (COMISR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-08-23
    6.624
    best: 21.965 (bicubic + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-08-23
    1.552
    best: 0.559 (SwinIR + x264)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-08-23
    5.758
    best: 11.643 (EGVSR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-08-23
    8.971
    best: 15.144 (SwinIR + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-08-23
    1.35
    best: 3.196 (SOF-VSR-BI + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-08-23
    0.887
    best: 10.67 (COMISR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-08-23
    6.624
    best: 21.965 (bicubic + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-08-23
    1.552
    best: 0.559 (SwinIR + x264)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-08-23
    5.758
    best: 11.643 (EGVSR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-08-23
    8.971
    best: 15.144 (SwinIR + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-08-23
    1.35
    best: 3.196 (SOF-VSR-BI + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-08-23
    0.887
    best: 10.67 (COMISR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-08-23
    6.624
    best: 21.965 (bicubic + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-08-23
    1.552
    best: 0.559 (SwinIR + x264)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-08-23
    5.758
    best: 11.643 (EGVSR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-08-23
    8.971
    best: 15.144 (SwinIR + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-08-23
    1.35
    best: 3.196 (SOF-VSR-BI + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-08-23
    0.887
    best: 10.67 (COMISR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-08-23
    6.624
    best: 21.965 (bicubic + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-08-23
    1.552
    best: 0.559 (SwinIR + x264)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-08-23
    5.758
    best: 11.643 (EGVSR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-08-23
    8.971
    best: 15.144 (SwinIR + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-08-23
    1.35
    best: 3.196 (SOF-VSR-BI + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-08-23
    0.887
    best: 10.67 (COMISR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257

Knowledge Base12 results

  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-08-23
    6.624
    best: 21.965 (bicubic + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-08-23
    1.552
    best: 0.559 (SwinIR + x264)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-08-23
    5.758
    best: 11.643 (EGVSR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-08-23
    8.971
    best: 15.144 (SwinIR + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-08-23
    1.35
    best: 3.196 (SOF-VSR-BI + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-08-23
    0.887
    best: 10.67 (COMISR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-08-23
    6.624
    best: 21.965 (bicubic + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-08-23
    1.552
    best: 0.559 (SwinIR + x264)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-08-23
    5.758
    best: 11.643 (EGVSR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-08-23
    8.971
    best: 15.144 (SwinIR + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-08-23
    1.35
    best: 3.196 (SOF-VSR-BI + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-08-23
    0.887
    best: 10.67 (COMISR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257

Graphs6 results

  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-08-23
    6.624
    best: 21.965 (bicubic + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-08-23
    1.552
    best: 0.559 (SwinIR + x264)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-08-23
    5.758
    best: 11.643 (EGVSR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-08-23
    8.971
    best: 15.144 (SwinIR + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-08-23
    1.35
    best: 3.196 (SOF-VSR-BI + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-08-23
    0.887
    best: 10.67 (COMISR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257

Methodology6 results

  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-08-23
    6.624
    best: 21.965 (bicubic + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-08-23
    1.552
    best: 0.559 (SwinIR + x264)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-08-23
    5.758
    best: 11.643 (EGVSR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-08-23
    8.971
    best: 15.144 (SwinIR + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-08-23
    1.35
    best: 3.196 (SOF-VSR-BI + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-08-23
    0.887
    best: 10.67 (COMISR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257

Playing Games6 results

  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-08-23
    6.624
    best: 21.965 (bicubic + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-08-23
    1.552
    best: 0.559 (SwinIR + x264)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-08-23
    5.758
    best: 11.643 (EGVSR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-08-23
    8.971
    best: 15.144 (SwinIR + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-08-23
    1.35
    best: 3.196 (SOF-VSR-BI + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-08-23
    0.887
    best: 10.67 (COMISR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257

Audio6 results

  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-08-23
    6.624
    best: 21.965 (bicubic + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-08-23
    1.552
    best: 0.559 (SwinIR + x264)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-08-23
    5.758
    best: 11.643 (EGVSR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-08-23
    8.971
    best: 15.144 (SwinIR + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-08-23
    1.35
    best: 3.196 (SOF-VSR-BI + uavs3e)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-08-23
    0.887
    best: 10.67 (COMISR + aomenc)
    SwinIR: Image Restoration Using Swin TransformerarXiv:2108.10257