Have men draw their own penis from memory. Most of them will draw an, er, exaggerated rendition. 
But yeah - unless there is something different like a big mole or makes an S shaped curve, most dicks aren’t memorable.
Combine that with:
The brain copes with trauma by BLOCKING OUT parts of the experience. It doesn’t mean they don’t know what happened, it means it doesn’t remember every little detail.
