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Models/RAPIQUE

RAPIQUE

Reported on 12 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision8 results

  • Video UnderstandingonKoNViD-1k
    PLCC· 2021-01-26
    0.8175
    best: 0.905 (DOVER (end-to-end))
    SOTA
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955
  • VideoonKoNViD-1k
    PLCC· 2021-01-26
    0.8175
    best: 0.905 (DOVER (end-to-end))
    SOTA
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955
  • Video UnderstandingonLIVE-VQC
    PLCC· 2021-01-26
    0.7863
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955
  • Video UnderstandingonYouTube-UGC
    PLCC· 2021-01-26
    0.7684
    best: 0.874 (DOVER (end-to-end))
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955
  • Video UnderstandingonLIVE Livestream
    SRCC· 2021-01-26
    0.7424
    best: 0.7575 (ChipQA)
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955
  • VideoonLIVE-VQC
    PLCC· 2021-01-26
    0.7863
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955
  • VideoonYouTube-UGC
    PLCC· 2021-01-26
    0.7684
    best: 0.874 (DOVER (end-to-end))
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955
  • VideoonLIVE Livestream
    SRCC· 2021-01-26
    0.7424
    best: 0.7575 (ChipQA)
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955

Time Series4 results

  • Video Quality AssessmentonKoNViD-1k
    PLCC· 2021-01-26
    0.8175
    best: 0.905 (DOVER (end-to-end))
    SOTA
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955
  • Video Quality AssessmentonLIVE-VQC
    PLCC· 2021-01-26
    0.7863
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955
  • Video Quality AssessmentonYouTube-UGC
    PLCC· 2021-01-26
    0.7684
    best: 0.874 (DOVER (end-to-end))
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955
  • Video Quality AssessmentonLIVE Livestream
    SRCC· 2021-01-26
    0.7424
    best: 0.7575 (ChipQA)
    RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated ContentarXiv:2101.10955