Seeking for reliable double-hybrid density functionals without fitting parameters: The PBE0-2 functional

► We propose a double-hybrid density functional without fitting to accurate data. ► This new functional is shown to perform well for self-interaction problems. ► This new functional is shown to perform well for noncovalent interactions.