I am looking for a single word for describing dolls that looks like real human beings.
Lifelike would seem to be the obvious choice.
If you are looking for an adjective which means apparently (but not actually) real, try virtual. Using the adjective form, you could say the dolls are virtually human.¹
If you want to say that they look like humans, try humanoid.