QAD was the second-best performer with a mean accuracy of 68.3%, mak- ing it a reliable alternative but still falling short of the pro- posed method’s overall effectiveness.

With advancements in quantum hardware, QML is poised for revolutionary applications in AI domains like quantum natural language processing (QNLP) (Ab-baszade et al. 2021), …