“…In general, the MAE values of the double hybrid density functionals B2PLYP [88], DSD-BLYP [89,90], and DSD-PBEP86 [89,90] was found to be around 0.1 eV, while common hybrid and range separated hybrid functionals was found to produce average errors that are substantially higher than 0.3 eV [60]. Double hybrid (DH) density functionals includes a fraction of perturbative MP2 correlation part in the exchange-correlation (xc) functionals [88,91,92], and are therefore very promising in ES calculations via the TD-DFT regime [60,61,77,[93][94][95][96][97][98][99][100]. In the present work, we use the double hybrid B2PLYP functional to predict the electronic excited properties of 16 proposed BODIPY based dye sensitizer that have been designed according to the number and position of the methyl groups at the BODIPY moiety in a BODIPY based dye sensitizer with a push-pull, or D-π-A, architecture; see Figure 2.…”