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Models/π-ViT (RGB + Pose)

π-ViT (RGB + Pose)

Reported on 8 benchmarks across 2 tasks · 1 paper

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

Robots4 results

  • Activity RecognitiononNTU RGB+D
    Accuracy (CS)· uses extra data· 2023-11-30
    96.3
    best: 97.4 (DSCNet (RGB + Pose))
    Just Add $π$! Pose Induced Video Transformers for Understanding Activities of Daily LivingarXiv:2311.18840
  • Activity RecognitiononNTU RGB+D
    Accuracy (CV)· uses extra data· 2023-11-30
    99
    best: 99.6 (PoseC3D (RGB + Pose))
    Just Add $π$! Pose Induced Video Transformers for Understanding Activities of Daily LivingarXiv:2311.18840
  • Activity RecognitiononNTU RGB+D 120
    Accuracy (Cross-Setup)· uses extra data· 2023-11-30
    96.1
    best: 96.7 (DSCNet (RGB + Pose))
    Just Add $π$! Pose Induced Video Transformers for Understanding Activities of Daily LivingarXiv:2311.18840
  • Activity RecognitiononNTU RGB+D 120
    Accuracy (Cross-Subject)· uses extra data· 2023-11-30
    95.1
    best: 95.6 (DSCNet (RGB + Pose))
    Just Add $π$! Pose Induced Video Transformers for Understanding Activities of Daily LivingarXiv:2311.18840

Time Series4 results

  • Action RecognitiononNTU RGB+D
    Accuracy (CS)· uses extra data· 2023-11-30
    96.3
    best: 97.4 (DSCNet (RGB + Pose))
    Just Add $π$! Pose Induced Video Transformers for Understanding Activities of Daily LivingarXiv:2311.18840
  • Action RecognitiononNTU RGB+D
    Accuracy (CV)· uses extra data· 2023-11-30
    99
    best: 99.6 (PoseC3D (RGB + Pose))
    Just Add $π$! Pose Induced Video Transformers for Understanding Activities of Daily LivingarXiv:2311.18840
  • Action RecognitiononNTU RGB+D 120
    Accuracy (Cross-Setup)· uses extra data· 2023-11-30
    96.1
    best: 96.7 (DSCNet (RGB + Pose))
    Just Add $π$! Pose Induced Video Transformers for Understanding Activities of Daily LivingarXiv:2311.18840
  • Action RecognitiononNTU RGB+D 120
    Accuracy (Cross-Subject)· uses extra data· 2023-11-30
    95.1
    best: 95.6 (DSCNet (RGB + Pose))
    Just Add $π$! Pose Induced Video Transformers for Understanding Activities of Daily LivingarXiv:2311.18840