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Models/TLVQM

TLVQM

Reported on 12 benchmarks across 3 tasks

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

Computer Vision8 results

  • Video UnderstandingonLIVE-VQC
    PLCC
    0.8025
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
  • Video UnderstandingonLIVE-ETRI
    SRCC
    0.2343
    best: 0.939 (CONVIQT)
  • Video UnderstandingonLIVE Livestream
    SRCC
    0.7503
    best: 0.7575 (ChipQA)
  • Video UnderstandingonKoNViD-1k
    PLCC
    0.7688
    best: 0.905 (DOVER (end-to-end))
  • VideoonLIVE-VQC
    PLCC
    0.8025
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
  • VideoonLIVE-ETRI
    SRCC
    0.2343
    best: 0.939 (CONVIQT)
  • VideoonLIVE Livestream
    SRCC
    0.7503
    best: 0.7575 (ChipQA)
  • VideoonKoNViD-1k
    PLCC
    0.7688
    best: 0.905 (DOVER (end-to-end))

Time Series4 results

  • Video Quality AssessmentonLIVE-VQC
    PLCC
    0.8025
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
  • Video Quality AssessmentonLIVE-ETRI
    SRCC
    0.2343
    best: 0.939 (CONVIQT)
  • Video Quality AssessmentonLIVE Livestream
    SRCC
    0.7503
    best: 0.7575 (ChipQA)
  • Video Quality AssessmentonKoNViD-1k
    PLCC
    0.7688
    best: 0.905 (DOVER (end-to-end))