Intrinsic evaluation tries to directly quantify how well various kinds of linguistic regularities can be detected with the model independent of its downstream applications (Baroni et al., 2014;Schnabel et al., 2015).
the quality of a word vector may be assessed by its performance in downstream tasks through measuring changes in performance metrics specific to the tasks by extrinsic evaluation.