Human Gait Analysis: A Sequential Framework of Lightweight Deep Learning and Improved Moth-Flame Optimization Algorithm

Table 5

Comparison of proposed method results on the CASIA B dataset with recent techniques.

Reference	Year	Datasets	NM	BG	CL	Mean (%)
[34]	2018	CASIA B	68.1	54.7	31.5	51.4
[35]	2019	CASIA B	95.0	87.2	70.4	84.2
[36]	2022	CASIA B	96.0	91.6	74.8	87.5
[37]	2022	CASIA B	96	92	81	89.66
Proposed		CASIA B	96.89	93.07	83.66	91.20

Bold values indicate the best values.