The effect of $CF_4$ plasma treatment condition on the interfacial adhesion energy of inkjet printed Ag/polyimide system is evaluated from $180^{circ}$ peel test by calculating the plastic deformation energy of peeled metal films. Interfacial fracture energy between Ag and as-received polyimide was 5.5 g/mm. $CF_4$ plasma treatment on the polyimide surface enhanced the interfacial fracture energy up to 17.6 g/mm. This is caused by the increase in the surface roughness as well as the change in functional group of the polyimide film due to $CF_4$ plasma treatment on the polyimide surface. Therefore, both the mechanical interlocking effect and the chemical bonding effect are responsible for interfacial adhesion improvement in ink jet printed Ag/polyimide systems.