Provided are compositions and methods for improving tumor penetrability of anti-tumor antibodies or conjugates thereof. The method comprises administering to an individual in need of treatment an anti-idiotypic antibody in addition to the anti-tumor antibody or conjugate. Examples are provided for anti-HER2 antibodies and anti-idiotypic antibodies that are directed to the anti-HER2 antibodies.