Just walking out has no style. How about the race bit?
Say we'll run a race for who pays and we both take off? That is more memorable.
My friend and I would like to race. Loser gets the check.
You've eaten here before. I'll arrange the race.
Whoever finishes their stack of dishes first, wins.
Sometimes it's not good to be memorable.