I looked down once and saw that I was missing one of my rear panniers with a traditional hook and bungie connection. I freaked out and backtracked, luckily it had come off at a particularly bumpy attachment joint at the bottom of a nearby bridge. I was lucky because the pannier had some important pieces of gear.
Incidentally, I also use ortlieb now and I like Cyccommute's description, it's spot on.