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Models/ProPainter

ProPainter

Reported on 22 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Methodology11 results

  • 3DonYouTube-VOS 2018
    PSNR· 2023-09-07
    34.43
    SOTA
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • 3DonYouTube-VOS 2018
    SSIM· 2023-09-07
    0.9735
    SOTA
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • 3DonYouTube-VOS 2018
    VFID· 2023-09-07
    0.042
    SOTA
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • 3DonHQVI (240p)
    LPIPS· 2023-09-07
    0.0388
    best: 0.0335 (RGVI)
    SOTA
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • 3DonHQVI (480p)
    PSNR· 2023-09-07
    30.69
    best: 31.19 (RGVI w/o Ref.)
    SOTA
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • 3DonHQVI (240p)
    PSNR· 2023-09-07
    30.62
    best: 31.6 (RGVI w/o Ref.)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • 3DonHQVI (240p)
    SSIM· 2023-09-07
    0.9413
    best: 0.9559 (RGVI w/o Ref.)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • 3DonHQVI (240p)
    VFID· 2023-09-07
    0.2128
    best: 0.1825 (RGVI)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • 3DonHQVI (480p)
    LPIPS· 2023-09-07
    0.0457
    best: 0.0342 (RGVI)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • 3DonHQVI (480p)
    SSIM· 2023-09-07
    0.9414
    best: 0.9534 (RGVI w/o Ref.)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • 3DonHQVI (480p)
    VFID· 2023-09-07
    0.0478
    best: 0.0311 (RGVI)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897

Computer Vision11 results

  • Video InpaintingonYouTube-VOS 2018
    PSNR· 2023-09-07
    34.43
    SOTA
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • Video InpaintingonYouTube-VOS 2018
    SSIM· 2023-09-07
    0.9735
    SOTA
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • Video InpaintingonYouTube-VOS 2018
    VFID· 2023-09-07
    0.042
    SOTA
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • Video InpaintingonHQVI (240p)
    LPIPS· 2023-09-07
    0.0388
    best: 0.0335 (RGVI)
    SOTA
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • Video InpaintingonHQVI (480p)
    PSNR· 2023-09-07
    30.69
    best: 31.19 (RGVI w/o Ref.)
    SOTA
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • Video InpaintingonHQVI (240p)
    PSNR· 2023-09-07
    30.62
    best: 31.6 (RGVI w/o Ref.)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • Video InpaintingonHQVI (240p)
    SSIM· 2023-09-07
    0.9413
    best: 0.9559 (RGVI w/o Ref.)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • Video InpaintingonHQVI (240p)
    VFID· 2023-09-07
    0.2128
    best: 0.1825 (RGVI)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • Video InpaintingonHQVI (480p)
    LPIPS· 2023-09-07
    0.0457
    best: 0.0342 (RGVI)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • Video InpaintingonHQVI (480p)
    SSIM· 2023-09-07
    0.9414
    best: 0.9534 (RGVI w/o Ref.)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897
  • Video InpaintingonHQVI (480p)
    VFID· 2023-09-07
    0.0478
    best: 0.0311 (RGVI)
    ProPainter: Improving Propagation and Transformer for Video InpaintingarXiv:2309.03897