I draw your attention to a recent critical review of the subject from the Loyola University Maryland.
To wit, Gregory N. Derry, Megan E. Kern, and Eli H. Worth, “Recommended values of clean metal surface work functions”, Journal of Vacuum Science & Technology A 33, 060801 (2015) doi: 10.1116/1.4934685