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Models/DisCoVQA

DisCoVQA

Reported on 9 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 Vision6 results

  • Video UnderstandingonLIVE-VQC
    PLCC· 2022-06-20
    0.844
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    SOTA
    DisCoVQA: Temporal Distortion-Content Transformers for Video Quality AssessmentarXiv:2206.09853
  • VideoonLIVE-VQC
    PLCC· 2022-06-20
    0.844
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    SOTA
    DisCoVQA: Temporal Distortion-Content Transformers for Video Quality AssessmentarXiv:2206.09853
  • Video UnderstandingonKoNViD-1k
    PLCC· 2022-06-20
    0.86
    best: 0.905 (DOVER (end-to-end))
    DisCoVQA: Temporal Distortion-Content Transformers for Video Quality AssessmentarXiv:2206.09853
  • Video UnderstandingonLIVE-FB LSVQ
    PLCC· 2022-06-20
    0.85
    best: 0.9 (OneAlign + FAST-VQA)
    DisCoVQA: Temporal Distortion-Content Transformers for Video Quality AssessmentarXiv:2206.09853
  • VideoonKoNViD-1k
    PLCC· 2022-06-20
    0.86
    best: 0.905 (DOVER (end-to-end))
    DisCoVQA: Temporal Distortion-Content Transformers for Video Quality AssessmentarXiv:2206.09853
  • VideoonLIVE-FB LSVQ
    PLCC· 2022-06-20
    0.85
    best: 0.9 (OneAlign + FAST-VQA)
    DisCoVQA: Temporal Distortion-Content Transformers for Video Quality AssessmentarXiv:2206.09853

Time Series3 results

  • Video Quality AssessmentonLIVE-VQC
    PLCC· 2022-06-20
    0.844
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    SOTA
    DisCoVQA: Temporal Distortion-Content Transformers for Video Quality AssessmentarXiv:2206.09853
  • Video Quality AssessmentonKoNViD-1k
    PLCC· 2022-06-20
    0.86
    best: 0.905 (DOVER (end-to-end))
    DisCoVQA: Temporal Distortion-Content Transformers for Video Quality AssessmentarXiv:2206.09853
  • Video Quality AssessmentonLIVE-FB LSVQ
    PLCC· 2022-06-20
    0.85
    best: 0.9 (OneAlign + FAST-VQA)
    DisCoVQA: Temporal Distortion-Content Transformers for Video Quality AssessmentarXiv:2206.09853