In addition to graphing the % annual return versus input ranking, it may be advantageous to rank the stock performance ( 4 weeks, quarterly, yearly ) within the universe of stocks versus the input ranking. The graph would display the % gain ranking versus the input function ranking.
This should have two advantages: (1) It will eliminate market conditions from the ranking (2) Abnormal performance of individual stocks will have less effect on the results.