Three of the biggest things with martial arts training are that it requires not only BODILY AWARENESS, BODY CONTROL, and FLEXIBILITY.
But for self-defense, that's probably more close quarters and face-to-face so anything that gets you to move as fast as possible in a small amount of time and...