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Models/SimpleVQA

SimpleVQA

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 UnderstandingonYouTube-UGC
    PLCC· 2022-04-29
    0.856
    best: 0.874 (DOVER (end-to-end))
    SOTA
    A Deep Learning based No-reference Quality Assessment Model for UGC VideosarXiv:2204.14047
  • Video UnderstandingonKoNViD-1k
    PLCC· 2022-04-29
    0.86
    best: 0.905 (DOVER (end-to-end))
    SOTA
    A Deep Learning based No-reference Quality Assessment Model for UGC VideosarXiv:2204.14047
  • Video UnderstandingonLIVE-FB LSVQ
    PLCC· 2022-04-29
    0.861
    best: 0.9 (OneAlign + FAST-VQA)
    SOTA
    A Deep Learning based No-reference Quality Assessment Model for UGC VideosarXiv:2204.14047
  • VideoonYouTube-UGC
    PLCC· 2022-04-29
    0.856
    best: 0.874 (DOVER (end-to-end))
    SOTA
    A Deep Learning based No-reference Quality Assessment Model for UGC VideosarXiv:2204.14047
  • VideoonKoNViD-1k
    PLCC· 2022-04-29
    0.86
    best: 0.905 (DOVER (end-to-end))
    SOTA
    A Deep Learning based No-reference Quality Assessment Model for UGC VideosarXiv:2204.14047
  • VideoonLIVE-FB LSVQ
    PLCC· 2022-04-29
    0.861
    best: 0.9 (OneAlign + FAST-VQA)
    SOTA
    A Deep Learning based No-reference Quality Assessment Model for UGC VideosarXiv:2204.14047

Time Series3 results

  • Video Quality AssessmentonYouTube-UGC
    PLCC· 2022-04-29
    0.856
    best: 0.874 (DOVER (end-to-end))
    SOTA
    A Deep Learning based No-reference Quality Assessment Model for UGC VideosarXiv:2204.14047
  • Video Quality AssessmentonKoNViD-1k
    PLCC· 2022-04-29
    0.86
    best: 0.905 (DOVER (end-to-end))
    SOTA
    A Deep Learning based No-reference Quality Assessment Model for UGC VideosarXiv:2204.14047
  • Video Quality AssessmentonLIVE-FB LSVQ
    PLCC· 2022-04-29
    0.861
    best: 0.9 (OneAlign + FAST-VQA)
    SOTA
    A Deep Learning based No-reference Quality Assessment Model for UGC VideosarXiv:2204.14047