They don't have research per see. But they do get hull, weapon, shield upgrades. I think those depend on time of the game or number of raids which is more or less same thing until they max out what was allocated to them by parameters somewhere in code.
In diplomacy they do get cap ship stats regarding hull and weapons and sb equivalent stats for armor.