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Models/UNIK

UNIK

Reported on 11 benchmarks across 8 tasks · 1 paper · 10 SOTA

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

Computer Vision6 results

  • VideoonUPenn Action
    Accuracy· 2021-07-19
    97.9
    SOTA
    UNIK: A Unified Framework for Real-world Skeleton-based Action RecognitionarXiv:2107.08580
  • VideoonToyota Smarthome dataset
    CS· 2021-07-19
    64.3
    best: 72.9 (π-ViT)
    SOTA
    UNIK: A Unified Framework for Real-world Skeleton-based Action RecognitionarXiv:2107.08580
  • VideoonToyota Smarthome dataset
    CV2· 2021-07-19
    65
    best: 67.8 (EPAM-Net)
    SOTA
    UNIK: A Unified Framework for Real-world Skeleton-based Action RecognitionarXiv:2107.08580
  • Temporal Action LocalizationonUPenn Action
    Accuracy· 2021-07-19
    97.9
    SOTA
    UNIK: A Unified Framework for Real-world Skeleton-based Action RecognitionarXiv:2107.08580
  • Action LocalizationonUPenn Action
    Accuracy· 2021-07-19
    97.9
    SOTA
    UNIK: A Unified Framework for Real-world Skeleton-based Action RecognitionarXiv:2107.08580
  • VideoonToyota Smarthome dataset
    CV1· 2021-07-19
    36.1
    best: 55.2 (π-ViT)
    UNIK: A Unified Framework for Real-world Skeleton-based Action RecognitionarXiv:2107.08580

Time Series2 results

  • Action DetectiononUPenn Action
    Accuracy· 2021-07-19
    97.9
    SOTA
    UNIK: A Unified Framework for Real-world Skeleton-based Action RecognitionarXiv:2107.08580
  • Action RecognitiononUPenn Action
    Accuracy· 2021-07-19
    97.9
    SOTA
    UNIK: A Unified Framework for Real-world Skeleton-based Action RecognitionarXiv:2107.08580

Methodology1 result

  • Zero-Shot LearningonUPenn Action
    Accuracy· 2021-07-19
    97.9
    SOTA
    UNIK: A Unified Framework for Real-world Skeleton-based Action RecognitionarXiv:2107.08580

Robots1 result

  • Activity RecognitiononUPenn Action
    Accuracy· 2021-07-19
    97.9
    SOTA
    UNIK: A Unified Framework for Real-world Skeleton-based Action RecognitionarXiv:2107.08580

Natural Language Processing1 result

  • 3D Action RecognitiononUPenn Action
    Accuracy· 2021-07-19
    97.9
    SOTA
    UNIK: A Unified Framework for Real-world Skeleton-based Action RecognitionarXiv:2107.08580