Before revision:  However, it is significantly more challenging to construct optimal preconditioners for them compared to semi-implicit RK (aka diagonally implicit RK  or DIRK) schemes.
After revision:  However, it is significantly more challenging to construct optimal preconditioners for them compared to diagonally implicit RK or DIRK) schemes.