Graves's theories and etymologies are rejected by most classical scholars. Graves argued in response that classical scholars lack "the poetic capacity to forensically examine mythology".
Graves's retellings have been widely praised as imaginative and poetic, but the scholarship behind his hypotheses and conclusions is generally criticised as idiosyncratic and untenable.
The Greek Myths has been heavily criticised both during and after the lifetime of the author. Critics have deprecated Graves's personal interpretations, which are, in the words of one of them, "either the greatest single contribution that has ever been made to the interpretation of Greek myth or else a farrago of cranky nonsense; I fear that it would be impossible to find any classical scholar who would agree with the former diagnosis". Graves's etymologies have been questioned, and his largely intuitive division between "true myth" and other sorts of story has been viewed as arbitrary, taking myths out of the context in which we now find them. The basic assumption that explaining mythology requires any "general hypothesis", whether Graves's or some other, has also been disputed. The work has been called a compendium of misinterpretations. Sibylle Ihm refers to Graves's "creative mishandling of the Greek myths."
H. J. Rose, agreeing with several of the above critics, questions the scholarship of the retellings. Graves presents The Greek Myths as an updating of William Smith's Dictionary of Greek and Roman Biography and Mythology (originally published 1844), which Graves calls "the standard work in English", never brought up to date; Rose is dismayed to find no sign that Graves had heard of the Oxford Classical Dictionary or any of the "various compendia of mythology, written in, or translated into, our tongue since 1844". Rose finds many omissions and some clear errors, most seriously Graves's ascribing to Sophocles the argument of his Ajax; this evaluation has been repeated by other critics since.