Table 9 Cross-platform performance metrics and user satisfaction ratings (n = 200 per platform).

From: Research on the construction of cheerleading technique evaluation and teaching system integrating deep visual recognition and cognitive feedback mechanism

Platform

Load time (s)

Memory footprint (MB)

Frame rate (fps)

User satisfaction

Windows desktop

2.1 ± 0.3

385 ± 25

59.8 ± 0.5

4.6/5.0

macOS desktop

2.3 ± 0.4

412 ± 30

59.9 ± 0.3

4.7/5.0

iOS Mobile

3.2 ± 0.5

225 ± 20

30.0 ± 1.0

4.4/5.0

Android mobile

3.5 ± 0.6

198 ± 18

29.8 ± 1.2

4.3/5.0

Web browser

4.1 ± 0.8

156 ± 15

25.2 ± 2.1

4.2/5.0