Antibody drug conjugates (ADC's) that bind to FLT3 protein and variants thereof are described herein. FLT3 exhibits a distinct and limited expression pattern in normal adult tissue(s), and is aberrantly expressed in the cancers listed in Table I. Consequently, the ADC's of the invention provide a therapeutic composition for the treatment of cancer.