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Models/UNIQA

UNIQA

Reported on 18 benchmarks across 2 tasks · 1 paper · 18 SOTA

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

Computer Vision22 results

  • Image Quality AssessmentonKonIQ-10k
    PLCC· 2023-10-14
    0.938
    best: 0.959 (RealQA)
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • Image Quality AssessmentonKonIQ-10k
    SRCC· 2023-10-14
    0.926
    best: 0.948 (RealQA)
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • Image Quality AssessmentonKADID-10k
    PLCC· 2023-10-14
    0.946
    best: 0.98 (RvTC (image-only))
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • Image Quality AssessmentonKADID-10k
    SRCC· 2023-10-14
    0.944
    best: 0.98 (RvTC (image-only))
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • Image Quality AssessmentonTID2013
    PLCC· 2023-10-14
    0.956
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • Image Quality AssessmentonTID2013
    SRCC· 2023-10-14
    0.953
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • Image Quality AssessmentonCSIQ
    PLCC· 2023-10-14
    0.97
    best: 0.973 (ARNIQA)
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • Image Quality AssessmentonCSIQ
    SRCC· 2023-10-14
    0.964
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • Image Quality AssessmentonLIVE
    PLCC· 2023-10-14
    98.6
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • Image Quality AssessmentonLIVE
    SRCC· 2023-10-14
    98.6
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • No-Reference Image Quality AssessmentonKADID-10k
    PLCC· 2023-10-14
    0.946
    best: 0.98 (RvTC (image-only))
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • No-Reference Image Quality AssessmentonKADID-10k
    SRCC· 2023-10-14
    0.944
    best: 0.98 (RvTC (image-only))
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • No-Reference Image Quality AssessmentonTID2013
    PLCC· 2023-10-14
    0.956
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • No-Reference Image Quality AssessmentonTID2013
    SRCC· 2023-10-14
    0.953
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • No-Reference Image Quality AssessmentonCSIQ
    PLCC· 2023-10-14
    0.97
    best: 0.973 (ARNIQA)
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • No-Reference Image Quality AssessmentonCSIQ
    SRCC· 2023-10-14
    0.964
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • No-Reference Image Quality AssessmentonLIVE
    PLCC· 2023-10-14
    98.6
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • No-Reference Image Quality AssessmentonLIVE
    SRCC· 2023-10-14
    98.6
    SOTA
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • Image Quality AssessmentonLIVE
    PLCC· 2023-10-14
    0.986
    best: 98.6
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • Image Quality AssessmentonLIVE
    SRCC· 2023-10-14
    0.986
    best: 98.6
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • No-Reference Image Quality AssessmentonLIVE
    PLCC· 2023-10-14
    0.986
    best: 98.6
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560
  • No-Reference Image Quality AssessmentonLIVE
    SRCC· 2023-10-14
    0.986
    best: 98.6
    You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentarXiv:2310.09560