To give someone the benefit of the doubt means to believe something good about someone, rather than something bad.
Some Excerpts:
From TV shows, movies and novels
The Bold and the Beautiful
Hunter Tylo(Dr. Taylor Hayes Forrester) used the phrase “benefit of the doubt” while talking to Katherine Kelly Lang(Brooke Logan) and Ashley Jones (Bridget Forrester) in the popular [...]