There is a known correspondence among modular forms, Jacobi forms and Siegel modular forms of genus 2. In this paper we show this correspondence can be extended to non-holomorphic Eisenstein series, in particular, among E (2) 2 (Z; 0), E 2,1 (τ, z; δ; 0), and F 3 2 ,0 (τ ; σ, δ).