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Models/DeFMO

DeFMO

Reported on 99 benchmarks across 11 tasks · 1 paper · 88 SOTA

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

Computer Vision45 results

  • 3D Human Pose EstimationonFalling Objects
    PSNR· 2020-12-01
    26.83
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Human Pose EstimationonFalling Objects
    SSIM· 2020-12-01
    0.753
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Human Pose EstimationonFalling Objects
    TIoU· 2020-12-01
    0.684
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Human Pose EstimationonTbD-3D
    PSNR· 2020-12-01
    26.23
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Human Pose EstimationonTbD-3D
    SSIM· 2020-12-01
    0.699
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Human Pose EstimationonTbD-3D
    TIoU· 2020-12-01
    0.879
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Human Pose EstimationonTbD
    PSNR· 2020-12-01
    25.57
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Human Pose EstimationonTbD
    TIoU· 2020-12-01
    0.55
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • VideoonFalling Objects
    PSNR· 2020-12-01
    26.83
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • VideoonFalling Objects
    SSIM· 2020-12-01
    0.753
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • VideoonFalling Objects
    TIoU· 2020-12-01
    0.684
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • VideoonTbD-3D
    PSNR· 2020-12-01
    26.23
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • VideoonTbD-3D
    SSIM· 2020-12-01
    0.699
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • VideoonTbD-3D
    TIoU· 2020-12-01
    0.879
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • VideoonTbD
    PSNR· 2020-12-01
    25.57
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • VideoonTbD
    TIoU· 2020-12-01
    0.55
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Pose EstimationonFalling Objects
    PSNR· 2020-12-01
    26.83
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Pose EstimationonFalling Objects
    SSIM· 2020-12-01
    0.753
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Pose EstimationonFalling Objects
    TIoU· 2020-12-01
    0.684
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Pose EstimationonTbD-3D
    PSNR· 2020-12-01
    26.23
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Pose EstimationonTbD-3D
    SSIM· 2020-12-01
    0.699
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Pose EstimationonTbD-3D
    TIoU· 2020-12-01
    0.879
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Pose EstimationonTbD
    PSNR· 2020-12-01
    25.57
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Pose EstimationonTbD
    TIoU· 2020-12-01
    0.55
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Video Super-ResolutiononFalling Objects
    PSNR· 2020-12-01
    26.83
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Video Super-ResolutiononFalling Objects
    SSIM· 2020-12-01
    0.753
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Video Super-ResolutiononFalling Objects
    TIoU· 2020-12-01
    0.684
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Video Super-ResolutiononTbD-3D
    PSNR· 2020-12-01
    26.23
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Video Super-ResolutiononTbD-3D
    SSIM· 2020-12-01
    0.699
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Video Super-ResolutiononTbD-3D
    TIoU· 2020-12-01
    0.879
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Video Super-ResolutiononTbD
    PSNR· 2020-12-01
    25.57
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Video Super-ResolutiononTbD
    TIoU· 2020-12-01
    0.55
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Object Super-ResolutiononFalling Objects
    PSNR· 2020-12-01
    26.83
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Object Super-ResolutiononFalling Objects
    SSIM· 2020-12-01
    0.753
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Object Super-ResolutiononFalling Objects
    TIoU· 2020-12-01
    0.684
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Object Super-ResolutiononTbD-3D
    PSNR· 2020-12-01
    26.23
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Object Super-ResolutiononTbD-3D
    SSIM· 2020-12-01
    0.699
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Object Super-ResolutiononTbD-3D
    TIoU· 2020-12-01
    0.879
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Object Super-ResolutiononTbD
    PSNR· 2020-12-01
    25.57
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Object Super-ResolutiononTbD
    TIoU· 2020-12-01
    0.55
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Human Pose EstimationonTbD
    SSIM· 2020-12-01
    0.602
    best: 0.674 (TbD-3D)
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • VideoonTbD
    SSIM· 2020-12-01
    0.602
    best: 0.674 (TbD-3D)
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Pose EstimationonTbD
    SSIM· 2020-12-01
    0.602
    best: 0.674 (TbD-3D)
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Video Super-ResolutiononTbD
    SSIM· 2020-12-01
    0.602
    best: 0.674 (TbD-3D)
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Object Super-ResolutiononTbD
    SSIM· 2020-12-01
    0.602
    best: 0.674 (TbD-3D)
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595

Knowledge Base18 results

  • 2D Human Pose EstimationonFalling Objects
    PSNR· 2020-12-01
    26.83
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 2D Human Pose EstimationonFalling Objects
    SSIM· 2020-12-01
    0.753
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 2D Human Pose EstimationonFalling Objects
    TIoU· 2020-12-01
    0.684
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 2D Human Pose EstimationonTbD-3D
    PSNR· 2020-12-01
    26.23
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 2D Human Pose EstimationonTbD-3D
    SSIM· 2020-12-01
    0.699
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 2D Human Pose EstimationonTbD-3D
    TIoU· 2020-12-01
    0.879
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 2D Human Pose EstimationonTbD
    PSNR· 2020-12-01
    25.57
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 2D Human Pose EstimationonTbD
    TIoU· 2020-12-01
    0.55
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Absolute Human Pose EstimationonFalling Objects
    PSNR· 2020-12-01
    26.83
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Absolute Human Pose EstimationonFalling Objects
    SSIM· 2020-12-01
    0.753
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Absolute Human Pose EstimationonFalling Objects
    TIoU· 2020-12-01
    0.684
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Absolute Human Pose EstimationonTbD-3D
    PSNR· 2020-12-01
    26.23
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Absolute Human Pose EstimationonTbD-3D
    SSIM· 2020-12-01
    0.699
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Absolute Human Pose EstimationonTbD-3D
    TIoU· 2020-12-01
    0.879
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Absolute Human Pose EstimationonTbD
    PSNR· 2020-12-01
    25.57
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Absolute Human Pose EstimationonTbD
    TIoU· 2020-12-01
    0.55
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 2D Human Pose EstimationonTbD
    SSIM· 2020-12-01
    0.602
    best: 0.674 (TbD-3D)
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Absolute Human Pose EstimationonTbD
    SSIM· 2020-12-01
    0.602
    best: 0.674 (TbD-3D)
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595

Graphs9 results

  • Super-ResolutiononFalling Objects
    PSNR· 2020-12-01
    26.83
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Super-ResolutiononFalling Objects
    SSIM· 2020-12-01
    0.753
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Super-ResolutiononFalling Objects
    TIoU· 2020-12-01
    0.684
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Super-ResolutiononTbD-3D
    PSNR· 2020-12-01
    26.23
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Super-ResolutiononTbD-3D
    SSIM· 2020-12-01
    0.699
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Super-ResolutiononTbD-3D
    TIoU· 2020-12-01
    0.879
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Super-ResolutiononTbD
    PSNR· 2020-12-01
    25.57
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Super-ResolutiononTbD
    TIoU· 2020-12-01
    0.55
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • Super-ResolutiononTbD
    SSIM· 2020-12-01
    0.602
    best: 0.674 (TbD-3D)
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595

Methodology9 results

  • 3DonFalling Objects
    PSNR· 2020-12-01
    26.83
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3DonFalling Objects
    SSIM· 2020-12-01
    0.753
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3DonFalling Objects
    TIoU· 2020-12-01
    0.684
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3DonTbD-3D
    PSNR· 2020-12-01
    26.23
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3DonTbD-3D
    SSIM· 2020-12-01
    0.699
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3DonTbD-3D
    TIoU· 2020-12-01
    0.879
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3DonTbD
    PSNR· 2020-12-01
    25.57
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3DonTbD
    TIoU· 2020-12-01
    0.55
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3DonTbD
    SSIM· 2020-12-01
    0.602
    best: 0.674 (TbD-3D)
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595

Playing Games9 results

  • 3D Face AnimationonFalling Objects
    PSNR· 2020-12-01
    26.83
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Face AnimationonFalling Objects
    SSIM· 2020-12-01
    0.753
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Face AnimationonFalling Objects
    TIoU· 2020-12-01
    0.684
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Face AnimationonTbD-3D
    PSNR· 2020-12-01
    26.23
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Face AnimationonTbD-3D
    SSIM· 2020-12-01
    0.699
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Face AnimationonTbD-3D
    TIoU· 2020-12-01
    0.879
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Face AnimationonTbD
    PSNR· 2020-12-01
    25.57
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Face AnimationonTbD
    TIoU· 2020-12-01
    0.55
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 3D Face AnimationonTbD
    SSIM· 2020-12-01
    0.602
    best: 0.674 (TbD-3D)
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595

Audio9 results

  • 1 Image, 2*2 StitchionFalling Objects
    PSNR· 2020-12-01
    26.83
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 1 Image, 2*2 StitchionFalling Objects
    SSIM· 2020-12-01
    0.753
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 1 Image, 2*2 StitchionFalling Objects
    TIoU· 2020-12-01
    0.684
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 1 Image, 2*2 StitchionTbD-3D
    PSNR· 2020-12-01
    26.23
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 1 Image, 2*2 StitchionTbD-3D
    SSIM· 2020-12-01
    0.699
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 1 Image, 2*2 StitchionTbD-3D
    TIoU· 2020-12-01
    0.879
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 1 Image, 2*2 StitchionTbD
    PSNR· 2020-12-01
    25.57
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 1 Image, 2*2 StitchionTbD
    TIoU· 2020-12-01
    0.55
    SOTA
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595
  • 1 Image, 2*2 StitchionTbD
    SSIM· 2020-12-01
    0.602
    best: 0.674 (TbD-3D)
    DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsarXiv:2012.00595