Figures and show that most molecules are distributed near the diagonal line, representing the perfect prediction. For 96 percent of molecules, the error of oscillator strength between prediction and TD-DFT is less than 0.2 (yellow lines in Figure ). In terms of excitation energy prediction, 80 percent of predictions have errors less than 0.5 eV (yellow lines in Figure ).