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Models/FasterVQA (fine-tuned)

FasterVQA (fine-tuned)

Reported on 9 benchmarks across 3 tasks · 1 paper · 6 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· uses extra data· 2022-10-11
    0.859
    best: 0.874 (DOVER (end-to-end))
    SOTA
    Neighbourhood Representative Sampling for Efficient End-to-end Video Quality AssessmentarXiv:2210.05357
  • Video UnderstandingonKoNViD-1k
    PLCC· uses extra data· 2022-10-11
    0.898
    best: 0.905 (DOVER (end-to-end))
    SOTA
    Neighbourhood Representative Sampling for Efficient End-to-end Video Quality AssessmentarXiv:2210.05357
  • VideoonYouTube-UGC
    PLCC· uses extra data· 2022-10-11
    0.859
    best: 0.874 (DOVER (end-to-end))
    SOTA
    Neighbourhood Representative Sampling for Efficient End-to-end Video Quality AssessmentarXiv:2210.05357
  • VideoonKoNViD-1k
    PLCC· uses extra data· 2022-10-11
    0.898
    best: 0.905 (DOVER (end-to-end))
    SOTA
    Neighbourhood Representative Sampling for Efficient End-to-end Video Quality AssessmentarXiv:2210.05357
  • Video UnderstandingonLIVE-VQC
    PLCC· uses extra data· 2022-10-11
    0.858
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    Neighbourhood Representative Sampling for Efficient End-to-end Video Quality AssessmentarXiv:2210.05357
  • VideoonLIVE-VQC
    PLCC· uses extra data· 2022-10-11
    0.858
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    Neighbourhood Representative Sampling for Efficient End-to-end Video Quality AssessmentarXiv:2210.05357

Time Series3 results

  • Video Quality AssessmentonYouTube-UGC
    PLCC· uses extra data· 2022-10-11
    0.859
    best: 0.874 (DOVER (end-to-end))
    SOTA
    Neighbourhood Representative Sampling for Efficient End-to-end Video Quality AssessmentarXiv:2210.05357
  • Video Quality AssessmentonKoNViD-1k
    PLCC· uses extra data· 2022-10-11
    0.898
    best: 0.905 (DOVER (end-to-end))
    SOTA
    Neighbourhood Representative Sampling for Efficient End-to-end Video Quality AssessmentarXiv:2210.05357
  • Video Quality AssessmentonLIVE-VQC
    PLCC· uses extra data· 2022-10-11
    0.858
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    Neighbourhood Representative Sampling for Efficient End-to-end Video Quality AssessmentarXiv:2210.05357