Then there’s compressed air under water storage. There have been trials but roundtrip efficiency isn’t great IIRC.
[1]: https://www.energydigital.com/smart-energy/worlds-largest-fl... [2]: https://aresnorthamerica.com/
https://www.solarthermalworld.org/news/molten-salt-storage-3...
People talk about making "personal" molten salt units for the home, which seems a little terrifying.
Doing it under water would seem to have some advantages, like a less catastrophic failure condition and having a ready place to sink all of the heat. Downside is that the water would cool the air much more effectively than solid rock so you lose efficiency.
What people underestimate is just how much energy we need to store. Lakes won't do it and neither will salt mines. Gravity certainly won't do it. We need to think much BIGGER.