The neighbor-distinguishing index \(\chi '_\textrm{a}(G)\) of a graph G is the smallest k for which G admits a proper edge-k-coloring such that any two adjacent vertices have different color sets of their incident edges. A graph is called IC-planar if it can be drawn in the plane so that each edge is crossed by at most one other edge and every vertex is incident with at most one crossing edge. It is known that every IC-planar graph G with maximum degree \(\Delta \ge 16\) satisfies \(\chi '_\textrm{a}(G)\le \Delta +2\) . The condition \(\Delta \ge 16\) is improved to \(\Delta \ge 14\) in this paper.