Most researchers agree that validating results entails that a method should lead to the same overall conclusions rather than producing the exact same numbers (Drummond, 2009;Dalle, 2012;Buchert and Nussbaum, 2012, etc.).
we should strive to reproduce the same answer to a research question by different means, perhaps by re-implementing an algorithm or evaluating it on a new (in domain) data set.