I don't feel guilty about loving Event Horizon, that movie is a sci-fi horror classic.
Now Valerian and the City of a Thousand Planets, that's a guilty pleasure for me. Terrible main characters, terrible chemistry, script is something to be desired, but man I will watch the shit out of that film any chance I get.