Table 5.

$F_1$ scores and classification times were measured for the two models using the ESC-10 dataset. The solution with the highest $F_1$ score is indicated.

Models	Inference Time (ms)	${\mathit{F}}_1$ Micro	${\mathit{F}}_1$ Macro	${\mathit{F}}_1$ Weighted
ANN	0.157 ± 0.002	0.957	0.957	0.957
CNN-1D	0.303 ± 0.002	0.966	0.967	0.966