Depends on the victim. Motivated forgetting (or forgetting the details of a traumatic event) can work against victims but any detail may be able to trigger their memory if they encountered the rapist again.
Most rapes occur in a situation where the victim is at a sensory loss in order for the rapist to conceal their identity. Just further emphasizes how pathetic it is.