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Models/EHPI

EHPI

Reported on 16 benchmarks across 8 tasks · 1 paper · 16 SOTA

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

Computer Vision6 results

  • VideoonJHMDB (2D poses only)
    Average accuracy of 3 splits· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140
  • VideoonJ-HMDB
    Accuracy (pose)· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140
  • Temporal Action LocalizationonJHMDB (2D poses only)
    Average accuracy of 3 splits· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140
  • Temporal Action LocalizationonJ-HMDB
    Accuracy (pose)· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140
  • Action LocalizationonJHMDB (2D poses only)
    Average accuracy of 3 splits· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140
  • Action LocalizationonJ-HMDB
    Accuracy (pose)· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140

Time Series4 results

  • Action DetectiononJHMDB (2D poses only)
    Average accuracy of 3 splits· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140
  • Action DetectiononJ-HMDB
    Accuracy (pose)· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140
  • Action RecognitiononJHMDB (2D poses only)
    Average accuracy of 3 splits· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140
  • Action RecognitiononJ-HMDB
    Accuracy (pose)· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140

Methodology2 results

  • Zero-Shot LearningonJHMDB (2D poses only)
    Average accuracy of 3 splits· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140
  • Zero-Shot LearningonJ-HMDB
    Accuracy (pose)· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140

Robots2 results

  • Activity RecognitiononJHMDB (2D poses only)
    Average accuracy of 3 splits· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140
  • Activity RecognitiononJ-HMDB
    Accuracy (pose)· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140

Natural Language Processing2 results

  • 3D Action RecognitiononJHMDB (2D poses only)
    Average accuracy of 3 splits· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140
  • 3D Action RecognitiononJ-HMDB
    Accuracy (pose)· 2019-04-19
    65.5
    best: 86.1 (HT-ConvNet)
    SOTA
    Simple yet efficient real-time pose-based action recognitionarXiv:1904.09140