TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/TMNet + aomenc

TMNet + aomenc

Reported on 55 benchmarks across 11 tasks · 1 paper · 11 SOTA

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· 2021-04-21
    21.798
    best: 21.965 (bicubic + aomenc)
    SOTA
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-04-21
    21.798
    best: 21.965 (bicubic + aomenc)
    SOTA
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-04-21
    21.798
    best: 21.965 (bicubic + aomenc)
    SOTA
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-04-21
    21.798
    best: 21.965 (bicubic + aomenc)
    SOTA
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-04-21
    21.798
    best: 21.965 (bicubic + aomenc)
    SOTA
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-04-21
    6.276
    best: 0.559 (SwinIR + x264)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-04-21
    10.322
    best: 11.643 (EGVSR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-04-21
    15.144
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-04-21
    4.667
    best: 10.67 (COMISR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-04-21
    6.276
    best: 0.559 (SwinIR + x264)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-04-21
    10.322
    best: 11.643 (EGVSR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-04-21
    15.144
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-04-21
    4.667
    best: 10.67 (COMISR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-04-21
    6.276
    best: 0.559 (SwinIR + x264)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-04-21
    10.322
    best: 11.643 (EGVSR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-04-21
    15.144
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-04-21
    4.667
    best: 10.67 (COMISR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-04-21
    6.276
    best: 0.559 (SwinIR + x264)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-04-21
    10.322
    best: 11.643 (EGVSR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-04-21
    15.144
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-04-21
    4.667
    best: 10.67 (COMISR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-04-21
    6.276
    best: 0.559 (SwinIR + x264)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-04-21
    10.322
    best: 11.643 (EGVSR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-04-21
    15.144
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-04-21
    4.667
    best: 10.67 (COMISR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642

Knowledge Base10 results

  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-04-21
    21.798
    best: 21.965 (bicubic + aomenc)
    SOTA
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-04-21
    21.798
    best: 21.965 (bicubic + aomenc)
    SOTA
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-04-21
    6.276
    best: 0.559 (SwinIR + x264)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-04-21
    10.322
    best: 11.643 (EGVSR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-04-21
    15.144
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-04-21
    4.667
    best: 10.67 (COMISR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-04-21
    6.276
    best: 0.559 (SwinIR + x264)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-04-21
    10.322
    best: 11.643 (EGVSR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-04-21
    15.144
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-04-21
    4.667
    best: 10.67 (COMISR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642

Graphs5 results

  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-04-21
    21.798
    best: 21.965 (bicubic + aomenc)
    SOTA
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-04-21
    6.276
    best: 0.559 (SwinIR + x264)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-04-21
    10.322
    best: 11.643 (EGVSR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-04-21
    15.144
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-04-21
    4.667
    best: 10.67 (COMISR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642

Methodology5 results

  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-04-21
    21.798
    best: 21.965 (bicubic + aomenc)
    SOTA
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-04-21
    6.276
    best: 0.559 (SwinIR + x264)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-04-21
    10.322
    best: 11.643 (EGVSR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-04-21
    15.144
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-04-21
    4.667
    best: 10.67 (COMISR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642

Playing Games5 results

  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-04-21
    21.798
    best: 21.965 (bicubic + aomenc)
    SOTA
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-04-21
    6.276
    best: 0.559 (SwinIR + x264)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-04-21
    10.322
    best: 11.643 (EGVSR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-04-21
    15.144
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-04-21
    4.667
    best: 10.67 (COMISR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642

Audio5 results

  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-04-21
    21.798
    best: 21.965 (bicubic + aomenc)
    SOTA
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-04-21
    6.276
    best: 0.559 (SwinIR + x264)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-04-21
    10.322
    best: 11.643 (EGVSR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-04-21
    15.144
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-04-21
    4.667
    best: 10.67 (COMISR + aomenc)
    Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionarXiv:2104.10642