I guess too martha jones didnt seem to 'need' the doctor so much tho maybe she did fall in love with him. Her journey was more cerebral in nature. She still wanted to go back to finish her education.
True that no one is as cheeky as rose tho.
funny past companions just dont seem as memorable to me.