Does paint peel and crack on drywall "furniture"?
Drywall isn't meant to be handled or bumped a lot. In most builtins like those pictured, the interiors of the boxes and the faces would be made of wood, taped, compounded (often with harder compounds) and painted to match the adjoining walls.

If the surfaces are drywall, they will likely dent or crack.