AP scores might, but class rank is a far better correlator than SAT scores [1].

Although I couldn't find any research on it for overall collegiate performance, the only research i could find in a short Google Scholar search found slight correlations between SAT performance and freshman year performance (but not overall).

[1] http://www.psych.upenn.edu/~norman/SAT.pdf