No. Because you entered in a premade party the Duty Finder is unable to replenish ranks. I believe this was done because it is possible to enter with non standard party setup (e.g. You could enter with 4 healers or 4 tanks) so if one dc-ed the DF couldn't replace the correct rank.

In that case, the remaining members can either try to complete on their own or leave and restart.