Feynman, Hawking, and Herschel all insist that empirical evidence is the sole truth of science. Do they protest too much?

Feynman, Hawking, and Herschel all insist that empirical evidence is the sole truth of science. Do they protest too much?
News source: Arts & Letters Daily