How to capitalize a word with an adverb separated by a hyphen in a title?

Ex.

"Make-up" or "Make-Up" (noun) "Strap-on" or "Strap-On" (noun) "Stripped-down" or "Stripped-Down" (adj.) "Up-to-Date Account" or "Up-to-date Account" or "Up-To-Date Account"

How should I capitalize a word with an adverb separated by a hyphen in a title?

e.g.

"Make-up" or "Make-Up" (noun) "Strap-on" or "Strap-On" (noun) "Stripped-down" or "Stripped-Down" (adj.) "Up-to-Date Account" or "Up-to-date Account" or "Up-To-Date Account"

I've heard that in a title you should always capitalize the last word, no matter if it is a proper noun or an adverb. I'm trying to work out if it applies to a hyphen word with an adverb on its end.