The tech used to dig the channel tunnel would not exactly be a zero concrete solution either. I would not be surprised if free-standing underwater tubes could be built with less per storage volume, e.g. due to very different safety requirements.

Opportunistic use of caves and the like could hardly ever be worthwhile because it does not scale.