We normally use the Apple Headphones only because it seems we have many of them around the office.
Others we have used:
-Bose® SIE2 Sport Headphone. These produce lovely sound and stay relatively snug in your ear during your workout. The downside is that they don’t have a mic (if playing music from your phone this is an issue)