Porridge is the more general term, and can describe gruel made from oats, barley, rice, or other grains.
Congee is specifically rice porridge, and can vary in texture from starchy and chunky to light and watery. Okayu is a bit on the starchy side.
Japan also has zosui, another kind of rice...