Sort of, basically because mercury has the small orbit it spends the most time closer on average to any other planet. The CGP Grey video someone else posted is a really good explanation as to what's going on.
I don't think it's misleading. I think a lot of people who think of Mars as the closest don't realize that it's only close once every 2 years or so and unimaginably far away on average (further than Mercury).