Without a heatsink your CPU will be completely fried in very short amount of time, I've heard 5-10 seconds. I would guess 1 minute.
EDIT: I just watched a video, an intel processor will freeze and shut off immediately, an AMD CPU will reach 300 degrees in a matter of seconds and be completely useless.