Bring your console down (by pressing the key under the ESC key, for you ~), and type : timedemo 1
Now go to the main menu, select demo's, and let either of the two run that are installed. After the demo finishes, bring your console down again, and voilà, you have your FPS.
Don't forget to type timedemo 0 again to get normal speeds back.