My favorite Doctor/companion duo would be Four and Adric. They have this father-and-son-esque relationship that I just find simply adorable. 

Never has there been a cuter Doctor/companion moment than Four standing over Adric at the TARDIS console, teaching him how to fly the thing. <3

A shame they only had a handful of episodes together before the Doctor regenerated and started treating Adric like shit.