Roy's last great fight was against Ruiz. The first fight with Tarver showed the world that he had great heart to go along with great athletic talent and a genius boxing IQ which were displayed multiple times prior to that fight.
Roy out landed Tarver in power shots, which were mostly to the body, and that pretty much decided the fight.