Is there any standard evaluation criteria for testing face recognition solution?

I'm trying to compare more than solutions for face recognition and I want to find the best one of them based on scientific evaluation criteria.

So is there any standard evaluation techniques or something like software that automates the testing process to be used for this mission?!.