A two drawer file cabinet can be easily converted to a drill press stand, most drills will require a base to raise the top of the cabinet to a convenient height. The locking drawers are an excellent place to store power tools out of the reach of small children that may frequent the work area.
I've seen lots of fancy drill press tables for large drill presses but never anything for the small bench top presses. I decided to take it upon myself to design and build my own. It looks very similar to the big ones and I've used some of ideas that looked like they would fit a small table...
Drill Press Table for free-standing floor press. Mounts in place of small metal table supplied by Delta on 16 1/2 inch unit. Should be adaptable to other models.
Free Woodworkers drill press table Plan
If you do not have anywhere to put your drill press, consider building a drill press stand. This stand will have to be very sturdy because it must bear a heavy load and withstand intense vibrations...