You’re still completely dependent on other people having and raising children to exist. It is selfish.
As long as you participate actively in society by working, you are doing your part and are not being selfish.
Not having children isn't even a new concept. People have done it since time immemorial. What if they had multiple children and then lost them all to the statistically high child mortality rates? Were they being selfish by not furthering their lineage due to external circumstances?