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Models/UPR-Net LARGE

UPR-Net LARGE

Reported on 34 benchmarks across 2 tasks · 1 paper · 20 SOTA

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

Computer Vision34 results

  • VideoonVimeo90K
    SSIM· 2022-11-07
    0.9815
    best: 0.9819 (EMA-VFI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonSNU-FILM (medium)
    SSIM· 2022-11-07
    0.9801
    best: 0.985 (DBVI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonSNU-FILM (easy)
    SSIM· 2022-11-07
    0.9911
    best: 0.9912 (VFIMamba)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonUCF101
    PSNR· 2022-11-07
    35.47
    best: 35.48 (EMA-VFI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonSNU-FILM (extreme)
    SSIM· 2022-11-07
    0.8641
    best: 0.876 (DBVI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonSNU-FILM (hard)
    SSIM· 2022-11-07
    0.9377
    best: 0.953 (DBVI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonMSU Video Frame Interpolation
    MS-SSIM· 2022-11-07
    0.962
    best: 0.965 (EMA-VFI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonMSU Video Frame Interpolation
    PSNR· 2022-11-07
    29.73
    best: 29.89 (EMA-VFI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonMSU Video Frame Interpolation
    SSIM· 2022-11-07
    0.951
    best: 0.953 (EMA-VFI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonMSU Video Frame Interpolation
    VMAF· 2022-11-07
    71.34
    best: 72.12 (DQBC)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonVimeo90K
    SSIM· 2022-11-07
    0.9815
    best: 0.9819 (EMA-VFI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonSNU-FILM (medium)
    SSIM· 2022-11-07
    0.9801
    best: 0.985 (DBVI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonSNU-FILM (easy)
    SSIM· 2022-11-07
    0.9911
    best: 0.9912 (VFIMamba)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonUCF101
    PSNR· 2022-11-07
    35.47
    best: 35.48 (EMA-VFI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonSNU-FILM (extreme)
    SSIM· 2022-11-07
    0.8641
    best: 0.876 (DBVI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonSNU-FILM (hard)
    SSIM· 2022-11-07
    0.9377
    best: 0.953 (DBVI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonMSU Video Frame Interpolation
    MS-SSIM· 2022-11-07
    0.962
    best: 0.965 (EMA-VFI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonMSU Video Frame Interpolation
    PSNR· 2022-11-07
    29.73
    best: 29.89 (EMA-VFI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonMSU Video Frame Interpolation
    SSIM· 2022-11-07
    0.951
    best: 0.953 (EMA-VFI)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonMSU Video Frame Interpolation
    VMAF· 2022-11-07
    71.34
    best: 72.12 (DQBC)
    SOTA
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonVimeo90K
    PSNR· 2022-11-07
    36.42
    best: 40.17 (iSeeBetter)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonSNU-FILM (medium)
    PSNR· 2022-11-07
    36.29
    best: 37.111 (ST-MFNet)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonSNU-FILM (easy)
    PSNR· 2022-11-07
    40.44
    best: 40.775 (ST-MFNet)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonUCF101
    SSIM· 2022-11-07
    0.97
    best: 0.979 (MA-CSPA)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonSNU-FILM (extreme)
    PSNR· 2022-11-07
    25.63
    best: 25.9 (DBVI)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonSNU-FILM (hard)
    PSNR· 2022-11-07
    30.86
    best: 31.698 (ST-MFNet)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • VideoonMSU Video Frame Interpolation
    LPIPS· 2022-11-07
    0.025
    best: 0.021 (DQBC)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonVimeo90K
    PSNR· 2022-11-07
    36.42
    best: 36.76 (MA-CSPA)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonSNU-FILM (medium)
    PSNR· 2022-11-07
    36.29
    best: 37.111 (ST-MFNet)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonSNU-FILM (easy)
    PSNR· 2022-11-07
    40.44
    best: 40.775 (ST-MFNet)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonUCF101
    SSIM· 2022-11-07
    0.97
    best: 0.979 (MA-CSPA)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonSNU-FILM (extreme)
    PSNR· 2022-11-07
    25.63
    best: 25.9 (DBVI)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonSNU-FILM (hard)
    PSNR· 2022-11-07
    30.86
    best: 31.698 (ST-MFNet)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456
  • Video Frame InterpolationonMSU Video Frame Interpolation
    LPIPS· 2022-11-07
    0.025
    best: 0.021 (DQBC)
    A Unified Pyramid Recurrent Network for Video Frame InterpolationarXiv:2211.03456