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/ChipQA

ChipQA

Reported on 15 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision10 results

  • Video UnderstandingonLIVE-ETRI
    SRCC· 2021-09-17
    0.6323
    best: 0.939 (CONVIQT)
    SOTA
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • Video UnderstandingonLIVE Livestream
    SRCC· 2021-09-17
    0.7575
    SOTA
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • VideoonLIVE-ETRI
    SRCC· 2021-09-17
    0.6323
    best: 0.939 (CONVIQT)
    SOTA
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • VideoonLIVE Livestream
    SRCC· 2021-09-17
    0.7575
    SOTA
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • Video UnderstandingonLIVE-VQC
    PLCC· 2021-09-17
    0.7299
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • Video UnderstandingonYouTube-UGC
    PLCC· 2021-09-17
    0.6911
    best: 0.874 (DOVER (end-to-end))
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • Video UnderstandingonKoNViD-1k
    PLCC· 2021-09-17
    0.7625
    best: 0.905 (DOVER (end-to-end))
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • VideoonLIVE-VQC
    PLCC· 2021-09-17
    0.7299
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • VideoonYouTube-UGC
    PLCC· 2021-09-17
    0.6911
    best: 0.874 (DOVER (end-to-end))
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • VideoonKoNViD-1k
    PLCC· 2021-09-17
    0.7625
    best: 0.905 (DOVER (end-to-end))
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726

Time Series5 results

  • Video Quality AssessmentonLIVE-ETRI
    SRCC· 2021-09-17
    0.6323
    best: 0.939 (CONVIQT)
    SOTA
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • Video Quality AssessmentonLIVE Livestream
    SRCC· 2021-09-17
    0.7575
    SOTA
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • Video Quality AssessmentonLIVE-VQC
    PLCC· 2021-09-17
    0.7299
    best: 0.8876 (ReLaX-VQA (finetuned on LIVE-VQC))
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • Video Quality AssessmentonYouTube-UGC
    PLCC· 2021-09-17
    0.6911
    best: 0.874 (DOVER (end-to-end))
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726
  • Video Quality AssessmentonKoNViD-1k
    PLCC· 2021-09-17
    0.7625
    best: 0.905 (DOVER (end-to-end))
    ChipQA: No-Reference Video Quality Prediction via Space-Time ChipsarXiv:2109.08726