Research on Discriminative Skeleton-Based Action Recognition in Spatiotemporal Fusion and Human-Robot Interaction

Table 4

Comparison with Kinetics-Skeleton dataset with state-of-the-art schemes.

Methods	Top-1 (%)	Top-5 (%)
ST-GCN [8]	30.7	52.8
GCN-NAS [14]	37.1	60.1
MS-AAGCN [10]	37.4	60.6
2s-AGCN + PM-STFGCN (ours)	38.1	61.8