I just use normal car wash soap and wash Mitt to do the bulk of the wheel and the inner part, and a paint brush to clean in the holes for the wheel nuts and the split rim bolts.
Once clean and dry apply a good coat of colanite hard wax, next time you wash them the dirt will just run off.