What difficulty level are you playing? Both Victoria, Chatherine and Cleopatra have higher culture output than you have, so they seem to have focused on culture rather than science. Neither of the civs you are up against, perhaps with exception of Barbarossa, are particularly scientifically focused, so I'd say this isn't too surprising.