Table 12 Subject-wise accuracy (%) of XTinyHAR on the MM-Fit dataset. We used a representative subset of 9 subjects: IDs 3, 5, 7, 9, 11, 13, 15, 17, and 19 from the full dataset. These subjects were selected to ensure diversity in body shape, movement style, and recording conditions.

From: A tiny inertial transformer for human activity recognition via multimodal knowledge distillation and explainable AI

Subject ID

M1

M2

M3

M4

M5

M6

M7

M8

M9

Accuracy (%)

97.3

96.8

97.9

98.2

98.5

97.1

98.3

98.0

97.5