Never had any luck with peanut butter or cheese, mine loved bacon. I am not the best house keeper in the place and left a skillet with bacon grease in it and next morning found nibbles in the pan.
I TIED bacon on a snap trap and lo and behold I caught the little bugger.
Good Luck!!