Fig. 6.

Molecule-wise prediction accuracy in the log P challenge point to isoxazoles as poorly predicted, especially by MM-based physical methods. Molecules are labeled with their compound class as a reference. A The MAE calculated for each molecule as an average of all methods. B The MAE of each molecule separated by method category. C log P prediction error distribution for each molecule across all prediction methods