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Models/OneAlign

OneAlign

Reported on 6 benchmarks across 4 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 Vision5 results

  • Image Quality AssessmentonKonIQ-10k
    PLCC· 2023-12-28
    0.952
    best: 0.959 (RealQA)
    SOTA
    Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined LevelsarXiv:2312.17090
  • Image Quality AssessmentonKonIQ-10k
    SRCC· 2023-12-28
    0.941
    best: 0.948 (RealQA)
    SOTA
    Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined LevelsarXiv:2312.17090
  • Image Quality AssessmentonAesthetic Visual Analysis
    SRCC· 2023-12-28
    0.823
    best: 0.899 (RvTC+)
    SOTA
    Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined LevelsarXiv:2312.17090
  • Video UnderstandingonLIVE-FB LSVQ
    PLCC· 2023-12-28
    0.886
    best: 0.9 (OneAlign + FAST-VQA)
    Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined LevelsarXiv:2312.17090
  • VideoonLIVE-FB LSVQ
    PLCC· 2023-12-28
    0.886
    best: 0.9 (OneAlign + FAST-VQA)
    Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined LevelsarXiv:2312.17090

Time Series1 result

  • Video Quality AssessmentonLIVE-FB LSVQ
    PLCC· 2023-12-28
    0.886
    best: 0.9 (OneAlign + FAST-VQA)
    Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined LevelsarXiv:2312.17090