TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/DOVER (end-to-end)

DOVER (end-to-end)

Reported on 9 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Computer Vision6 results

  • Video UnderstandingonLIVE-VQC
    PLCC· 2022-11-09
    0.874
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    SOTA
    Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical PerspectivesarXiv:2211.04894
  • Video UnderstandingonYouTube-UGC
    PLCC· 2022-11-09
    0.874
    SOTA
    Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical PerspectivesarXiv:2211.04894
  • Video UnderstandingonKoNViD-1k
    PLCC· 2022-11-09
    0.905
    SOTA
    Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical PerspectivesarXiv:2211.04894
  • VideoonLIVE-VQC
    PLCC· 2022-11-09
    0.874
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    SOTA
    Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical PerspectivesarXiv:2211.04894
  • VideoonYouTube-UGC
    PLCC· 2022-11-09
    0.874
    SOTA
    Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical PerspectivesarXiv:2211.04894
  • VideoonKoNViD-1k
    PLCC· 2022-11-09
    0.905
    SOTA
    Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical PerspectivesarXiv:2211.04894

Time Series3 results

  • Video Quality AssessmentonLIVE-VQC
    PLCC· 2022-11-09
    0.874
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    SOTA
    Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical PerspectivesarXiv:2211.04894
  • Video Quality AssessmentonYouTube-UGC
    PLCC· 2022-11-09
    0.874
    SOTA
    Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical PerspectivesarXiv:2211.04894
  • Video Quality AssessmentonKoNViD-1k
    PLCC· 2022-11-09
    0.905
    SOTA
    Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical PerspectivesarXiv:2211.04894