In this paper, we investigate several two-parameter weak Orlicz–Hardy martingale spaces generated by the $p$-convex and $q$-concave functions, establish their atomic decomposition theorems. Using decomposition, obtain a sufficient condition for boundedness of sublinear operator defined on spaces. Furthermore, dual are considered.