I'd say doom3 is my favorite of the "modern" doom games. I especially love the terminals that you can interact with.
mayu:
I really enjoy doom3 as well!
headshot:
I think I've only played the first and maybe the second but I was small and the game seemed scary. But the movie based on the game was pretty good.