Yes, the Avengers may be superhuman, but a keyword in that sentence is "Human".
So yes, on occasion, these beings with the powers of Gods do make mistakes. Sometimes they're pretty big, and other times... Well, most of the time their mistakes are pretty darn big.
Let's check them out!