Our kids sleep on stretcher beds and to make them more comfortable we bought some foam mattress from Clark Rubber. These mattresses are quiet thick, but they fold up into itself as the mattress is made in 3 pieces. (Mind you I just keep both mattress under the dust cover of the camper trailer as they fit perfectly in otherwise wasted space)
I think we paid about $100ish, but very comfortable.