Oak bedroom furniture sets can come with beds, dressers, nightstands, tables, coat trees and other pieces. Oak dollhouse furniture is a light brown that will brighten your dollhouse bedroom and give it a quaint distinction. These oak miniature dollhouse beds include double beds, captain beds, sleigh beds and cannonball beds among many others.