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. 2021 Oct 12;21(20):6761. doi: 10.3390/s21206761

Table 1.

The action recognition accuracy of top-1 and top-5 of various methods on the Kinetics dataset.

Methods Top-1 Acc (%) Top-5 Acc (%)
Deep LSTM [28] 16.40 35.30
Temporal Conv [34] 20.30 40.00
ST-GCN [20] 30.70 53.80
ST-GGN [54] 33.10 55.20
AS-GCN [17] 34.80 56.50
AAM-GCN (DeepCut) 33.24 55.58
AAM-GCN (ours) 33.12 55.65