I don't wear much makeup anymore.
Chapstick and sunscreen are important protection for me though.

I figure if you wear enough makeup that it becomes an issue or makes a mess when you're biking, then the solution is obviously to wear less.
Would you wear makeup to go swimming in a pool or at the beach? In a sauna?