It really depends on how good the martial artist is, if they're low on the belt chain they'd probly loose.
Ladies and gentleman I present to you world heavyweight boxing ( ahem) champion Trevor Berbick vs some Japanese martial arts nobody called Takada. The clip lasts 4 minutes.Most of it involves Takada asking Berbick to put his hands up and fight.Meanwhile Berbick is literally on the verge of tears , begging the referee to ask Takada to stop picking on him. I particularly like the bit when Berbick looks for a stool to sit down on. Altho I think the stools were somewhere else... http://www.metacafe.com/watch/yt-9fQ3Jl6ntW8/nobuhiko_takada_vs_trevor_berbick_berbick_snaps/ I won't spoil the end , tho I'm sure you can guess LOL