Mandarin Equivalent: "duh!"
Yes, there is: 


  废话


Example:

A: You know what, a banana without the skin is more tasteful!
B: 废话。


废话 is not a good word for kids to imitate, though. And it is rarely used between strangers or to your parents, as it may be impolite/offensive.