Wikipedia disagrees: Roman Sculpture

Most statues were actually far more lifelike and often brightly colored when originally created; the raw stone surfaces found today is due to the pigment being lost over the centuries.

I think it was the renaissance sculptors that did that, not the romans.

One of Ceasar's statue was found to have pigment residues. You can find an image of how it would've looked like when it was painted.