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Models/TDAN

TDAN

Reported on 82 benchmarks across 11 tasks · 1 paper · 55 SOTA

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

Computer Vision40 results

  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2018-12-07
    0.721
    best: 0.623 (DFDnet)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2018-12-07
    30.244
    best: 31.669 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2018-12-07
    0.609
    best: 0.722 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2018-12-07
    0.883
    best: 0.902 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2018-12-07
    5.454
    best: 7.628 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2018-12-07
    0.721
    best: 0.623 (DFDnet)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2018-12-07
    30.244
    best: 31.669 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2018-12-07
    0.609
    best: 0.722 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2018-12-07
    0.883
    best: 0.902 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2018-12-07
    5.454
    best: 7.628 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2018-12-07
    0.721
    best: 0.623 (DFDnet)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2018-12-07
    30.244
    best: 31.669 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2018-12-07
    0.609
    best: 0.722 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2018-12-07
    0.883
    best: 0.902 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2018-12-07
    5.454
    best: 7.628 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2018-12-07
    0.721
    best: 0.623 (DFDnet)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2018-12-07
    30.244
    best: 31.669 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2018-12-07
    0.609
    best: 0.722 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2018-12-07
    0.883
    best: 0.902 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2018-12-07
    5.454
    best: 7.628 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2018-12-07
    0.721
    best: 0.623 (DFDnet)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2018-12-07
    30.244
    best: 31.669 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2018-12-07
    0.609
    best: 0.722 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2018-12-07
    0.883
    best: 0.902 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2018-12-07
    5.454
    best: 7.628 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2018-12-07
    0.706
    best: 0.758 (VRT)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2018-12-07
    0.493
    best: 5.882 (SRMD)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2018-12-07
    0.706
    best: 0.758 (VRT)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • VideoonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2018-12-07
    0.493
    best: 5.882 (SRMD)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2018-12-07
    0.706
    best: 0.758 (VRT)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2018-12-07
    0.493
    best: 5.882 (SRMD)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2018-12-07
    0.706
    best: 0.758 (VRT)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2018-12-07
    0.493
    best: 5.882 (SRMD)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2018-12-07
    0.706
    best: 0.758 (VRT)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2018-12-07
    0.493
    best: 5.882 (SRMD)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • VideoonMSU Deinterlacer Benchmark
    FPS on CPU
    0.7
    best: 52.8 (Bob)
  • VideoonMSU Deinterlacer Benchmark
    PSNR
    38.955
    best: 43.884 (MFDIN (L))
  • VideoonMSU Deinterlacer Benchmark
    SSIM
    0.956
    best: 0.979 (MFDIN (L))
  • VideoonMSU Deinterlacer Benchmark
    Subjective
    0.253
    best: 1.054 (MFDIN (L))
  • VideoonMSU Deinterlacer Benchmark
    VMAF
    91.97
    best: 97.3 (MFDIN (L))

Knowledge Base14 results

  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2018-12-07
    0.721
    best: 0.623 (DFDnet)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2018-12-07
    30.244
    best: 31.669 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2018-12-07
    0.609
    best: 0.722 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2018-12-07
    0.883
    best: 0.902 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2018-12-07
    5.454
    best: 7.628 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2018-12-07
    0.721
    best: 0.623 (DFDnet)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2018-12-07
    30.244
    best: 31.669 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2018-12-07
    0.609
    best: 0.722 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2018-12-07
    0.883
    best: 0.902 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2018-12-07
    5.454
    best: 7.628 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2018-12-07
    0.706
    best: 0.758 (VRT)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2018-12-07
    0.493
    best: 5.882 (SRMD)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2018-12-07
    0.706
    best: 0.758 (VRT)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2018-12-07
    0.493
    best: 5.882 (SRMD)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898

Graphs7 results

  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2018-12-07
    0.721
    best: 0.623 (DFDnet)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2018-12-07
    30.244
    best: 31.669 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2018-12-07
    0.609
    best: 0.722 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2018-12-07
    0.883
    best: 0.902 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2018-12-07
    5.454
    best: 7.628 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2018-12-07
    0.706
    best: 0.758 (VRT)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2018-12-07
    0.493
    best: 5.882 (SRMD)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898

Methodology7 results

  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2018-12-07
    0.721
    best: 0.623 (DFDnet)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2018-12-07
    30.244
    best: 31.669 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2018-12-07
    0.609
    best: 0.722 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2018-12-07
    0.883
    best: 0.902 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2018-12-07
    5.454
    best: 7.628 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2018-12-07
    0.706
    best: 0.758 (VRT)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3DonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2018-12-07
    0.493
    best: 5.882 (SRMD)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898

Playing Games7 results

  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2018-12-07
    0.721
    best: 0.623 (DFDnet)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2018-12-07
    30.244
    best: 31.669 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2018-12-07
    0.609
    best: 0.722 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2018-12-07
    0.883
    best: 0.902 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2018-12-07
    5.454
    best: 7.628 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2018-12-07
    0.706
    best: 0.758 (VRT)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2018-12-07
    0.493
    best: 5.882 (SRMD)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898

Audio7 results

  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    1 - LPIPS· 2018-12-07
    0.721
    best: 0.623 (DFDnet)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    PSNR· 2018-12-07
    30.244
    best: 31.669 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    QRCRv1.0· 2018-12-07
    0.609
    best: 0.722 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    SSIM· 2018-12-07
    0.883
    best: 0.902 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    Subjective score· 2018-12-07
    5.454
    best: 7.628 (VRT)
    SOTA
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    ERQAv1.0· 2018-12-07
    0.706
    best: 0.758 (VRT)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898
  • 1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
    FPS· 2018-12-07
    0.493
    best: 5.882 (SRMD)
    TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionarXiv:1812.02898