TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/HyperIQA

HyperIQA

Reported on 25 benchmarks across 5 tasks

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

Computer Vision22 results

  • Video UnderstandingonMSU SR-QA Dataset
    KLCC
    0.48466
    best: 0.69774 (ClipIQA+)
  • Video UnderstandingonMSU SR-QA Dataset
    PLCC
    0.55211
    best: 0.75743 (PieAPP)
  • Video UnderstandingonMSU SR-QA Dataset
    SROCC
    0.59883
    best: 0.75215 (PieAPP)
  • Image Quality AssessmentonKADID-10k
    PLCC
    0.845
    best: 0.98 (RvTC (image-only))
  • Image Quality AssessmentonKADID-10k
    SRCC
    0.852
    best: 0.98 (RvTC (image-only))
  • Image Quality AssessmentonTID2013
    PLCC
    0.858
    best: 0.956 (UNIQA)
  • Image Quality AssessmentonTID2013
    SRCC
    0.84
    best: 0.953 (UNIQA)
  • Image Quality AssessmentonCSIQ
    PLCC
    0.942
    best: 0.973 (ARNIQA)
  • Image Quality AssessmentonCSIQ
    SRCC
    0.923
    best: 0.964 (UNIQA)
  • Image Quality AssessmentonUHD-IQA
    PLCC
    0.103
    best: 0.786 (LAR-IQA (KAN head))
  • Image Quality AssessmentonUHD-IQA
    SRCC
    0.553
    best: 0.836 (LAR-IQA (KAN head))
  • VideoonMSU SR-QA Dataset
    KLCC
    0.48466
    best: 0.69774 (ClipIQA+)
  • VideoonMSU SR-QA Dataset
    PLCC
    0.55211
    best: 0.75743 (PieAPP)
  • VideoonMSU SR-QA Dataset
    SROCC
    0.59883
    best: 0.75215 (PieAPP)
  • No-Reference Image Quality AssessmentonKADID-10k
    PLCC
    0.845
    best: 0.98 (RvTC (image-only))
  • No-Reference Image Quality AssessmentonKADID-10k
    SRCC
    0.852
    best: 0.98 (RvTC (image-only))
  • No-Reference Image Quality AssessmentonTID2013
    PLCC
    0.858
    best: 0.956 (UNIQA)
  • No-Reference Image Quality AssessmentonTID2013
    SRCC
    0.84
    best: 0.953 (UNIQA)
  • No-Reference Image Quality AssessmentonCSIQ
    PLCC
    0.942
    best: 0.973 (ARNIQA)
  • No-Reference Image Quality AssessmentonCSIQ
    SRCC
    0.923
    best: 0.964 (UNIQA)
  • No-Reference Image Quality AssessmentonUHD-IQA
    PLCC
    0.103
    best: 0.786 (LAR-IQA (KAN head))
  • No-Reference Image Quality AssessmentonUHD-IQA
    SRCC
    0.553
    best: 0.836 (LAR-IQA (KAN head))

Time Series3 results

  • Video Quality AssessmentonMSU SR-QA Dataset
    KLCC
    0.48466
    best: 0.69774 (ClipIQA+)
  • Video Quality AssessmentonMSU SR-QA Dataset
    PLCC
    0.55211
    best: 0.75743 (PieAPP)
  • Video Quality AssessmentonMSU SR-QA Dataset
    SROCC
    0.59883
    best: 0.75215 (PieAPP)