State Veterans Cemetery Fairness Act of 2003 - Makes the burial plot allowance for a veteran who dies in a Department of Veterans Affairs facility or a facility providing Department-contracted care $300 (current law) or the lesser of the actual costs or $750 in the case of a State in which ground burial in a national cemetery is not available.