This invention relates to methods and compositions, in a combination therapy, for treatment of neoplastic disease, including tumors and cancer, wherein an immunocytokine and a small molecule drug conjugate which comprises a moiety capable of binding to a tumor-associated target, e.g., capable of binding to carbonic anhydrase IX (CAIX), are administered. In preferred embodiments, the immunocytokine comprises an antibody targeting the ED-B or ED-A domain of fibronectin and interleukin-2, and the small molecule drug conjugate comprises a ligand moiety capable of binding to CAIX, a linker, and a cytotoxic drug.