Research Article

A Lightweight Hierarchical Model with Frame-Level Joints Adaptive Graph Convolution for Skeleton-Based Action Recognition

Table 3

Ablation experiments on the effectiveness of two kinds of graph convolution structures (based on NTU60).

MethodsPrams (M)FLOPs (G)CS (%)CV (%)

FLGCN0.663.186.692.2
AGCN0.703.787.893.6
(FL + A) GCN0.833.988.093.4
FLAGCN0.834.189.494.8