The star chromatic index of a graph $G$, denoted by $χ'_{st}(G) $, is the minimum number of colors needed to properly color the edges of $G$ such that no path or cycle of length four is bi-colored. Casselgren et al. and Hou et al. independently proved that the star chromatic index of a cubic Halin graph, except a special graph, is at most $6$. It remains an open problem to determine which of such graphs have star chromatic index $5$. In this paper, we show that if $G\ne N_{e_2}$ is a cubic Halin graph whose tree is a caterpillar or a complete tree, then $χ'_{st}(G)=5$.