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

Table 6

Comparison of proposed method results with recent techniques on TUM GAID.

Reference	Year	Datasets	N	B	S	Mean (%)
[26]	2014	TUM GAID	99.4	59.4	94.5	84.4
[38]	2017	TUM GAID	98.7	91.1	94.5	96.7
[39]	2017	TUM GAID	99.7	98.1	95.8	97.9
[40]	2021	TUM GAID	99.4	97.4	96.4	97.73
Proposed		TUM GAID	99.64	98.52	97.65	98.60

Bold values indicate the best values.