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Models/Action Machine (RGB only)

Action Machine (RGB only)

Reported on 7 benchmarks across 2 tasks · 1 paper · 6 SOTA

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)· 2018-12-14
    94.3
    best: 97.4 (DSCNet (RGB + Pose))
    SOTA
    Action Machine: Rethinking Action Recognition in Trimmed VideosarXiv:1812.05770
  • Activity RecognitiononNTU RGB+D
    Accuracy (CV)· 2018-12-14
    97.2
    best: 99.6 (PoseC3D (RGB + Pose))
    SOTA
    Action Machine: Rethinking Action Recognition in Trimmed VideosarXiv:1812.05770
  • Activity RecognitiononUTD-MHAD
    Accuracy· 2018-12-14
    92.5
    SOTA
    Action Machine: Rethinking Action Recognition in Trimmed VideosarXiv:1812.05770
  • Activity RecognitiononMSR Daily Activity3D dataset
    Accuracy· 2018-12-14
    93
    best: 97.5 (DSSCA-SSLM (RGB+D))
    Action Machine: Rethinking Action Recognition in Trimmed VideosarXiv:1812.05770

Time Series3 results

  • Action RecognitiononNTU RGB+D
    Accuracy (CS)· 2018-12-14
    94.3
    best: 97.4 (DSCNet (RGB + Pose))
    SOTA
    Action Machine: Rethinking Action Recognition in Trimmed VideosarXiv:1812.05770
  • Action RecognitiononNTU RGB+D
    Accuracy (CV)· 2018-12-14
    97.2
    best: 99.6 (PoseC3D (RGB + Pose))
    SOTA
    Action Machine: Rethinking Action Recognition in Trimmed VideosarXiv:1812.05770
  • Action RecognitiononUTD-MHAD
    Accuracy· 2018-12-14
    92.5
    SOTA
    Action Machine: Rethinking Action Recognition in Trimmed VideosarXiv:1812.05770