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Models/HVS-5M

HVS-5M

Reported on 12 benchmarks across 3 tasks · 1 paper

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

Computer Vision8 results

  • Video UnderstandingonLIVE-VQC
    PLCC· 2022-10-09
    0.8422
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158
  • Video UnderstandingonYouTube-UGC
    PLCC· 2022-10-09
    0.8451
    best: 0.874 (DOVER (end-to-end))
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158
  • Video UnderstandingonKoNViD-1k
    PLCC· 2022-10-09
    0.8562
    best: 0.905 (DOVER (end-to-end))
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158
  • Video UnderstandingonLIVE-FB LSVQ
    PLCC· 2022-10-09
    0.8723
    best: 0.9 (OneAlign + FAST-VQA)
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158
  • VideoonLIVE-VQC
    PLCC· 2022-10-09
    0.8422
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158
  • VideoonYouTube-UGC
    PLCC· 2022-10-09
    0.8451
    best: 0.874 (DOVER (end-to-end))
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158
  • VideoonKoNViD-1k
    PLCC· 2022-10-09
    0.8562
    best: 0.905 (DOVER (end-to-end))
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158
  • VideoonLIVE-FB LSVQ
    PLCC· 2022-10-09
    0.8723
    best: 0.9 (OneAlign + FAST-VQA)
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158

Time Series4 results

  • Video Quality AssessmentonLIVE-VQC
    PLCC· 2022-10-09
    0.8422
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158
  • Video Quality AssessmentonYouTube-UGC
    PLCC· 2022-10-09
    0.8451
    best: 0.874 (DOVER (end-to-end))
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158
  • Video Quality AssessmentonKoNViD-1k
    PLCC· 2022-10-09
    0.8562
    best: 0.905 (DOVER (end-to-end))
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158
  • Video Quality AssessmentonLIVE-FB LSVQ
    PLCC· 2022-10-09
    0.8723
    best: 0.9 (OneAlign + FAST-VQA)
    HVS Revisited: A Comprehensive Video Quality Assessment FrameworkarXiv:2210.04158