Exactly so.
The evidence in criminal cases is often limited. That is, perhaps, particularly so in rape cases where the complainant and suspect are often the only two direct witnesses to what occurred. What that means is that it will frequently be the case that a jury will conclude that is impossible to be sure who is telling the truth.