Acylhydrazones is a novel yet underexploited class of molecular switches. In the present paper, we investigated the excited-state decay of three model systems of acylhydrazones in the gas phase by a combination of electronic structure calculations and Tully's surface hopping dynamic simulations. Our computational results demonstrated that the S2(nNπ*) state decay of the three model systems leads to both the imine-like photo-isomerization through the S1(nNπ*)/S0 intersection and population of the S1(nOπ*) state that will cross to the triplet manifold. The position of phenyl substituent was found to have an effect on the ratio of the two S1 states. The present theoretical work provides some understandings of the intramolecular mechanism for de-population of the excited electronic states of acylhydrazones.