The lake has since been drained by an emissarium of uncertain date. Most of the other sites proposed are not, as Regillus should be, within the limits of the territory of Tusculum.
Since the lake was drained, its location is uncertain.  Most of the other suggested locations for archaeological sites are not situated within the borders of Tusculum's territory, unlike Regillus.