Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition

Benchmark Model Rank Results
action-recognition-in-videos-on-ntu-rgbd-120ST-GCN + AS-GCN w/DH-TCNAccuracy (Cross-Setup): 78.3Accuracy (Cross-Subject): 79.2
skeleton-based-action-recognition-on-ntu-rgbd-120GVFE + AS-GCN with DH-TCNAccuracy (Cross-Subject): 78.3Accuracy (Cross-Setup): 79.8
skeleton-based-action-recognition-on-ntu-rgbd-60GVFE + AS-GCN with DH-TCNAccuracy (CS): 85.3Accuracy (CV): 92.8