In this article, we study the edge residual-based a posteriori error estimates of conforming linear finite element method for nonmonotone quasi-linear elliptic problems. It is proven that edge residuals dominate a posteriori error estimates. Up to higher order perturbations, edge residuals can act as a posteriori error estimators. The global reliability and local efficiency bounds are established both in H 1 -norm and L 2 -norm. Numerical experiments are provided to illustrate the performance of the proposed error estimators.