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Models/FGVC

FGVC

Reported on 32 benchmarks across 2 tasks · 1 paper · 16 SOTA

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

Methodology16 results

  • 3DonDAVIS
    PSNR· 2020-09-03
    30.8
    best: 33.82 (DMT)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonHQVI (240p)
    LPIPS· 2020-09-03
    0.0409
    best: 0.0335 (RGVI)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonHQVI (240p)
    SSIM· 2020-09-03
    0.9383
    best: 0.9559 (RGVI w/o Ref.)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonHQVI (240p)
    VFID· 2020-09-03
    0.2436
    best: 0.1825 (RGVI)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonHQVI (480p)
    LPIPS· 2020-09-03
    0.0388
    best: 0.0342 (RGVI)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonHQVI (480p)
    PSNR· 2020-09-03
    28.63
    best: 31.19 (RGVI w/o Ref.)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonHQVI (480p)
    SSIM· 2020-09-03
    0.9433
    best: 0.9534 (RGVI w/o Ref.)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonHQVI (480p)
    VFID· 2020-09-03
    0.047
    best: 0.0311 (RGVI)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonDAVIS
    Ewarp· 2020-09-03
    0.1586
    best: 0.1785 (VINet)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonDAVIS
    SSIM· 2020-09-03
    0.9497
    best: 0.976 (DMT)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonDAVIS
    VFID· 2020-09-03
    0.165
    best: 0.104 (DMT)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonYouTube-VOS 2018
    Ewarp· 2020-09-03
    0.1022
    best: 0.1859 (LGTSM)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonYouTube-VOS 2018
    PSNR· 2020-09-03
    29.67
    best: 34.43 (ProPainter)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonYouTube-VOS 2018
    SSIM· 2020-09-03
    0.9403
    best: 0.9735 (ProPainter)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonYouTube-VOS 2018
    VFID· 2020-09-03
    0.064
    best: 0.042 (ProPainter)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • 3DonHQVI (240p)
    PSNR· 2020-09-03
    28.37
    best: 31.6 (RGVI w/o Ref.)
    Flow-edge Guided Video CompletionarXiv:2009.01835

Computer Vision16 results

  • Video InpaintingonDAVIS
    PSNR· 2020-09-03
    30.8
    best: 33.82 (DMT)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonHQVI (240p)
    LPIPS· 2020-09-03
    0.0409
    best: 0.0335 (RGVI)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonHQVI (240p)
    SSIM· 2020-09-03
    0.9383
    best: 0.9559 (RGVI w/o Ref.)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonHQVI (240p)
    VFID· 2020-09-03
    0.2436
    best: 0.1825 (RGVI)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonHQVI (480p)
    LPIPS· 2020-09-03
    0.0388
    best: 0.0342 (RGVI)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonHQVI (480p)
    PSNR· 2020-09-03
    28.63
    best: 31.19 (RGVI w/o Ref.)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonHQVI (480p)
    SSIM· 2020-09-03
    0.9433
    best: 0.9534 (RGVI w/o Ref.)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonHQVI (480p)
    VFID· 2020-09-03
    0.047
    best: 0.0311 (RGVI)
    SOTA
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonDAVIS
    Ewarp· 2020-09-03
    0.1586
    best: 0.1785 (VINet)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonDAVIS
    SSIM· 2020-09-03
    0.9497
    best: 0.976 (DMT)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonDAVIS
    VFID· 2020-09-03
    0.165
    best: 0.104 (DMT)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonYouTube-VOS 2018
    Ewarp· 2020-09-03
    0.1022
    best: 0.1859 (LGTSM)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonYouTube-VOS 2018
    PSNR· 2020-09-03
    29.67
    best: 34.43 (ProPainter)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonYouTube-VOS 2018
    SSIM· 2020-09-03
    0.9403
    best: 0.9735 (ProPainter)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonYouTube-VOS 2018
    VFID· 2020-09-03
    0.064
    best: 0.042 (ProPainter)
    Flow-edge Guided Video CompletionarXiv:2009.01835
  • Video InpaintingonHQVI (240p)
    PSNR· 2020-09-03
    28.37
    best: 31.6 (RGVI w/o Ref.)
    Flow-edge Guided Video CompletionarXiv:2009.01835