In this paper, we prove the invariance of Stepanov-like pseudo-almost periodic functions under bounded linear operators. Furthermore, we obtain existence and uniqueness theorems of pseudo-almost periodic mild solutions to evolution equations u ′ ( t ) = A ( t ) u ( t ) + h ( t ) and u ′ ( t ) = A ( t ) u ( t ) + f ( t , B u ( t ) ) + ∫ − ∞ t C ( t , s ) u ( s ) d s + F ( t ) on R , assuming that A ( t ) satisfy “Acquistapace–Terreni” conditions, that the evolution family generated by A ( t ) has exponential dichotomy, that R ( λ 0 , A ( ⋅ ) ) is almost periodic, that B , C ( t , s ) t ≥ s are bounded linear operators, that f is Lipschitz with respect to the second argument uniformly in the first argument and that h , f , F are Stepanov-like pseudo-almost periodic for p > 1 and continuous. To illustrate our abstract result, a concrete example is given.