All of the examples given in the image going that heading I'd say are mediocre at best.
The code changes should tell you what has changed, if I'm looking back through your commit history what I'm usually trying figure out is why you've changed something.
A ticket number is often the single most useful thing, ideally followed why a very brief what you've changed and as much information on why you've changed it as you think would be useful.