The consumption of caviar by Shia Muslims is not restricted by their religious beliefs. Shia dietary laws generally align with those of other Muslim denominations, focusing on halal (permitted) foods. Caviar, derived from fish eggs, falls within the category of halal seafood.
Therefore, Shia Muslims can eat caviar without any religious restrictions.