I have been wondering the very same thing. It is so tight looking, it seems to me it would be uncomfortable.
I just did some searching and found this:
According to a New York Times article, the armbands are nothing more than the current fashion trend with the purpose of showing off their upper arm definition.
Wearing the armbands has no medical or performance benefit.