Table 3.

Performance of DL age estimation methods in CA estimation using physical activity data

	1D CNN	DNN	ConvLSTM	CNN+LSTM	2D CNN	3D CNN
MAE	15.49	15.92	13.4	13.58	14.19	14.08
RMSE	18.81	18.38	16.74	16.45	17.48	19.40
Corr ()	0.45	0.45	0.55	0.54	0.48	0.48