EvoSuite is a mature research prototype that automatically generates unit tests for Java code. This paper summarizes the results and experiences in participating at the unit testing competition held at SBST 2013, where EvoSuite ranked first with a score of 156.95.
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Fraser et al. (2013) studied this question.