I think it’s more about the cost and complexity of finding anything than trying to somehow imply that the societies living there were inferior.

We already know relatively little about Neolithic Europe despite there being major cities there that rivaled or eclipsed those in Mesopotamia in population. Yet we hardly know anything about them in comparison because they used perishable materials for almost everything (and it’s not only because of writing). Finding anything useful underwater makes that many times harder.