In this article, we look into the concept of ideal relative uniform convergence of a double sequence of functions. In addition, we define ideal relative uniform Cauchy and ideal regular relative uniform convergence of a double sequence of positive linear functions defined on a compact domain $D$ with respect to the scale function $\sigma(x)$ defined on $D$. We also introduced several classes of ideal relative uniform convergent double sequences of functions and investigated their algebraic and topological properties.