HO and N scales are popular choices among compact layouts. HO scale trains, which are about half the size of traditional O scale trains, allow for realistic details while conserving space.
HO scale model trains are a significant part of model railroading history, and we can partially credit the overall popularity of model trains with the rise of a convenient, tabletop scale like HO.