Yes, one thing I noticed immediately with the MIT test is that Freeway is much more obscure than Breakout, Pong, and Pac-Man. A person is much more likely to recognize the abstract visual depictions of those games than Freeway; I know video game history quite well and could not have recognized the last, even with a full-quality screenshot.
Does this mean that there is a "visual" element at work here?