If you flat out say I’m sorry I already forgot your name in the middle of talking to them it’s actually a good thing. For the most part. Then you both have a little chuckle, trade names again, both say how you never remember names. “Oh tell me about it, same here” etc

It creates a little more of a memory for both of you.