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Models/CONVIQT

CONVIQT

Reported on 15 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 Vision10 results

  • Video UnderstandingonLIVE-ETRI
    SRCC· uses extra data· 2022-06-29
    0.939
    SOTA
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • VideoonLIVE-ETRI
    SRCC· uses extra data· 2022-06-29
    0.939
    SOTA
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • Video UnderstandingonLIVE-VQC
    PLCC· uses extra data· 2022-06-29
    0.817
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • Video UnderstandingonYouTube-UGC
    PLCC· uses extra data· 2022-06-29
    0.822
    best: 0.874 (DOVER (end-to-end))
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • Video UnderstandingonKoNViD-1k
    PLCC· uses extra data· 2022-06-29
    0.849
    best: 0.905 (DOVER (end-to-end))
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • Video UnderstandingonLIVE-FB LSVQ
    PLCC· uses extra data· 2022-06-29
    0.82
    best: 0.9 (OneAlign + FAST-VQA)
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • VideoonLIVE-VQC
    PLCC· uses extra data· 2022-06-29
    0.817
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • VideoonYouTube-UGC
    PLCC· uses extra data· 2022-06-29
    0.822
    best: 0.874 (DOVER (end-to-end))
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • VideoonKoNViD-1k
    PLCC· uses extra data· 2022-06-29
    0.849
    best: 0.905 (DOVER (end-to-end))
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • VideoonLIVE-FB LSVQ
    PLCC· uses extra data· 2022-06-29
    0.82
    best: 0.9 (OneAlign + FAST-VQA)
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713

Time Series5 results

  • Video Quality AssessmentonLIVE-ETRI
    SRCC· uses extra data· 2022-06-29
    0.939
    SOTA
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • Video Quality AssessmentonLIVE-VQC
    PLCC· uses extra data· 2022-06-29
    0.817
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • Video Quality AssessmentonYouTube-UGC
    PLCC· uses extra data· 2022-06-29
    0.822
    best: 0.874 (DOVER (end-to-end))
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • Video Quality AssessmentonKoNViD-1k
    PLCC· uses extra data· 2022-06-29
    0.849
    best: 0.905 (DOVER (end-to-end))
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713
  • Video Quality AssessmentonLIVE-FB LSVQ
    PLCC· uses extra data· 2022-06-29
    0.82
    best: 0.9 (OneAlign + FAST-VQA)
    CONVIQT: Contrastive Video Quality EstimatorarXiv:2206.14713