In this paper we develop a Bethe approximation, based on the cluster variat
ion method, which is apt to study lattice models of branched polymers. We s
how that the method is extremely accurate in cases where exact results are
known as, for instance, in the enumeration of spanning trees. Moreover, the
expressions we obtain for the asymptotic number of spanning trees and latt
ice trees on a graph coincide with analogous expressions derived through di
fferent approaches. We study the phase diagram of lattice trees with neares
t-neighbour attraction and branching energies. We find a collapse transitio
n at a tricritical theta paint, which separates an expanded phase from a co
mpact phase. We compare our results for the theta transition in two and thr
ee dimensions with available numerical estimates.