In this paper, a comparison is made between the PREDICTIVE CONTROL method and a neuro-fuzzy CONTROL algorithm, which has been proposed recently by the authors, for CONTROLling a benchmark three-story frame structure subjected to earthquakes. Through numerical simulations, it is demonstrated that the proposed neuro-fuzzy CONTROL algorithm can provide comparable and, in some cases, superior results.