The effects of both diet and exercise seem to be quite small, and there are serious doubts about causality for both.
John Ioannidis is good on these topics.
http://www.dcscience.net/2013/11/18/we-know-little-about-the-effect-of-diet-on-health-thats-why-so-much-is-written-about-it/