Center punch and drill it out. I have come close to doing the same thing. From that point forward I take a punch large enough to cover the screw head (as not to damage the socket hole) I take a small hammer and strike downward on the screw. This breaks the screw free from any adhesive forces and allows you to use much less force to remove those base screws.

Good Luck