A plane partition which is invariant under permutation of the three axes and which is equal to its complement (i.e., the collection of cubes that are in a given box but do not belong to the solid Young diagram). The number of totally symmetric self-complementary plane partitions is the same as that for alternating sign matrices and descending plane partitions.