Table 4 Comparison table of multi-channel TCN-attention-HAR and multi-channel CNN-attention on USC-HAD dataset.

From: TCN-attention-HAR: human activity recognition based on attention mechanism time convolutional network

Method

Recall

Accuracy

Precision

F1-score

CNN-attention

0.9111

0.9448

0.9136

0.9119

TCN-attention-HAR-teacher

0.9423

0.9632

0.9488

0.9434

  1. Significant values are in bold.
Back to article page