lol....to each their own.
Although when you're in close quarters, your faces are literally a couple of inches away.
So the only benefit I see to maintaining eye contact at that distance would be that, it could make your opponent feel extremely awkward.
Why not take it a step further, and press your crotch against his crotch and start to grind a little. That would surely take him off his game.