I saw a study a few months ago on that, I think it was linked on Overcoming Bias,but I'm not sure. Apparently, most people rate themselves in the 3rd quartile; everyone under average thinks they are somewhat above, and people in the upper quartile generally over-estimate the average, thinking most are more like themselves, so only those who are actually in the third percentile are (accidentally) accurate in their self-assessments.