Abstract.-Conventional density functionals with either the local density approximation (LDA) or generalized gradient approximation (GGA) form of the exchange-correlation potential fail to describe the electronic structure of a large number of metal oxides. Both, LDA and GGA grossly underestimate the band gap of these materials which severely affects the description of oxygen vacancy point defect states in reduced samples. To find a pragmatic approach to simultaneously and accurately describe the atomic and electronic structure of TiO 2 most common polymorphs, we explore the effect of the percentage of exact, non-local, Fock exchange on the electronic structure of stoichiometric rutile and anatase. From these results, a modified hybrid functional is proposed to properly describe the atomic structure, formation enthalpy and electronic structure of rutile and anatase and, at the same time, results for reduced samples are also in good agreement with available experimental results. The present approach can be safely used to accurately describe numerous TiO 2 based materials containing defects or realistic nanoparticles for which the large unit cells required or system sizes hinder the use of GW related techniques.