Let R be a commutative ring with non-zero identity. The cozero-divisor graph of R, denoted by Γ ′ (R), is a graph with vertices in W * (R), which is the set of all non-zero and non-unit elements of R, and two distinct vertices a and b in W * (R) are adjacent if and only if a ∈ Rb and b ∈ Ra. In this paper, we show that the cozero-divisor graph of a von Neumann regular ring with finite clique number is not only weakly perfect but also perfect. Also, an explicit formula for the clique number is given.