According to the 2021 census gazetteer files, Cave-In-Rock has a total area of , of which (or 90.12%) is land and (or 9.88%) is water.
According to the 2021 census gazetteer files Cave-In-Rock has a total area of  of which (or 90.12%) is land and (or 988%) is water.