I tried out 3 different pictures and it gave me a different assortment of celebrities for each one.

The highest were Tom Petty (77%), Marlon Brando (86%), and any picture taken from my right side looks like Jared Lito (74%).

I also got weird ones like Jessica Alba (I look nothing like her) and for the last picture Steve Buscemi had a pretty high percentage. Heh.