The advantage IMO of horn loaded speakers is their efficiency. The disadvantage is coloration, they usually have a characteristic horn sound, like its coming from a tube, which it is.
JBL have done a pretty good job of taming horn speakers, with wide waveguides and crossovers but at the expense of efficiency.