 AllMusic's editor Adam Greenberg commended the song's departure from the album's electronic music, saying "'Baby Don't Cry' finally gives a peek at Amuro's vocals with less electronic additions...".AllMusic staff selected the single as one of Amuro's best songs in her discography.Commercial, "Baby Don't Cry" was successful in Japan.