All three methods will be able to rank well (and on top) as long as you follow the SEO rules (content & links/credibility). There is not one true method guaranteed to be higher than the other methods. Page rank is ultimately decided by how many relevent keywords / content / links that you have within your sites.
Subdirectory:
www.Example.com/Maryland (Safe SEO method, fast page rank results)
Sub-domain: Maryland.Example.com (consider Google changing its SEO rules, you may want to play safe by skipping this one for long term goal)
Domain:
www.Example-Maryland.com (Unnecessary)
I would suggest using "Sub- Directory" method. This is the most safe and friendly way to approach SEO.
You really wouldn't have to worry about Google changing it's SEO "rules".