The important significances of applying game theory, DEA evaluation method, structural explain equation method and system engineering method to the research on enterprise intellectual property cooperation based on collaborative innovation were explored, in which the ideas of systematization and collaboration were used. The proposed research framework has the certain theoretical significance and reference valve, for seeking the balance on the interests of enterprise intellectual property cooperation, exerting the advantage of enterprise collaborative innovation and increasing the benefit of enterprise intellectual property cooperation.