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Models/VIDEVAL

VIDEVAL

Reported on 21 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Computer Vision14 results

  • Video UnderstandingonLIVE-VQC
    PLCC· 2020-05-29
    0.7514
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video UnderstandingonYouTube-UGC
    PLCC· 2020-05-29
    0.7733
    best: 0.874 (DOVER (end-to-end))
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video UnderstandingonKoNViD-1k
    PLCC· 2020-05-29
    0.7803
    best: 0.905 (DOVER (end-to-end))
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video UnderstandingonLIVE-FB LSVQ
    PLCC· 2020-05-29
    0.783
    best: 0.9 (OneAlign + FAST-VQA)
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • VideoonLIVE-VQC
    PLCC· 2020-05-29
    0.7514
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • VideoonYouTube-UGC
    PLCC· 2020-05-29
    0.7733
    best: 0.874 (DOVER (end-to-end))
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • VideoonKoNViD-1k
    PLCC· 2020-05-29
    0.7803
    best: 0.905 (DOVER (end-to-end))
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • VideoonLIVE-FB LSVQ
    PLCC· 2020-05-29
    0.783
    best: 0.9 (OneAlign + FAST-VQA)
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video UnderstandingonMSU NR VQA Database
    KLCC· 2020-05-29
    0.5414
    best: 0.7883 (MDTVSFA)
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video UnderstandingonMSU NR VQA Database
    PLCC· 2020-05-29
    0.7717
    best: 0.9431 (MDTVSFA)
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video UnderstandingonMSU NR VQA Database
    SRCC· 2020-05-29
    0.7286
    best: 0.9289 (MDTVSFA)
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • VideoonMSU NR VQA Database
    KLCC· 2020-05-29
    0.5414
    best: 0.7883 (MDTVSFA)
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • VideoonMSU NR VQA Database
    PLCC· 2020-05-29
    0.7717
    best: 0.9431 (MDTVSFA)
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • VideoonMSU NR VQA Database
    SRCC· 2020-05-29
    0.7286
    best: 0.9289 (MDTVSFA)
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354

Time Series7 results

  • Video Quality AssessmentonLIVE-VQC
    PLCC· 2020-05-29
    0.7514
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video Quality AssessmentonYouTube-UGC
    PLCC· 2020-05-29
    0.7733
    best: 0.874 (DOVER (end-to-end))
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video Quality AssessmentonKoNViD-1k
    PLCC· 2020-05-29
    0.7803
    best: 0.905 (DOVER (end-to-end))
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video Quality AssessmentonLIVE-FB LSVQ
    PLCC· 2020-05-29
    0.783
    best: 0.9 (OneAlign + FAST-VQA)
    SOTA
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video Quality AssessmentonMSU NR VQA Database
    KLCC· 2020-05-29
    0.5414
    best: 0.7883 (MDTVSFA)
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video Quality AssessmentonMSU NR VQA Database
    PLCC· 2020-05-29
    0.7717
    best: 0.9431 (MDTVSFA)
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354
  • Video Quality AssessmentonMSU NR VQA Database
    SRCC· 2020-05-29
    0.7286
    best: 0.9289 (MDTVSFA)
    UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentarXiv:2005.14354