This survey presents an overview and a comparative analysis of the state of art in post-quantum identification schemes based on lattices. Furthermore, we propose an adaptation of the HB family of identification in a lattice context. The aspects taken into account in such comparison are performance, security, communication costs, underlying hard-problem, completeness, soundness, and key sizes.