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Models/2S-AGCN

2S-AGCN

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

  • VideoonUAV-Human
    CSv1(%)· 2018-05-20
    34.84
    best: 47.96 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694
  • VideoonUAV-Human
    CSv2(%)· 2018-05-20
    66.68
    best: 75.36 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694
  • Temporal Action LocalizationonUAV-Human
    CSv1(%)· 2018-05-20
    34.84
    best: 47.96 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694
  • Temporal Action LocalizationonUAV-Human
    CSv2(%)· 2018-05-20
    66.68
    best: 75.36 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694
  • Action LocalizationonUAV-Human
    CSv1(%)· 2018-05-20
    34.84
    best: 47.96 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694
  • Action LocalizationonUAV-Human
    CSv2(%)· 2018-05-20
    66.68
    best: 75.36 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694

Time Series4 results

  • Action DetectiononUAV-Human
    CSv1(%)· 2018-05-20
    34.84
    best: 47.96 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694
  • Action DetectiononUAV-Human
    CSv2(%)· 2018-05-20
    66.68
    best: 75.36 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694
  • Action RecognitiononUAV-Human
    CSv1(%)· 2018-05-20
    34.84
    best: 47.96 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694
  • Action RecognitiononUAV-Human
    CSv2(%)· 2018-05-20
    66.68
    best: 75.36 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694

Methodology2 results

  • Zero-Shot LearningonUAV-Human
    CSv1(%)· 2018-05-20
    34.84
    best: 47.96 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694
  • Zero-Shot LearningonUAV-Human
    CSv2(%)· 2018-05-20
    66.68
    best: 75.36 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694

Robots2 results

  • Activity RecognitiononUAV-Human
    CSv1(%)· 2018-05-20
    34.84
    best: 47.96 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694
  • Activity RecognitiononUAV-Human
    CSv2(%)· 2018-05-20
    66.68
    best: 75.36 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694

Natural Language Processing2 results

  • 3D Action RecognitiononUAV-Human
    CSv1(%)· 2018-05-20
    34.84
    best: 47.96 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694
  • 3D Action RecognitiononUAV-Human
    CSv2(%)· 2018-05-20
    66.68
    best: 75.36 (HDBN)
    SOTA
    Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionarXiv:1805.07694