Sometimes there might be other children at the centre. Whether or not they are there and whether or not you get to see or spend time with them might vary on a number of different factors.
Usually if you are having supervised contact you will not see any children apart from those you are having contact with.
Usually in supported contact you will see other children there.
It’s always best to ask the people you live with or the centre directly if you are unsure.