Different metrics can be used to rank methods, and the ranking can be different depending on the metric chosen. For example, the MAE can be used to rank the submissions for SAMPL8, since this error metric is not as sensitive (compared to RMSE or R 2 ) to outliers and it directly measures a method's accuracy. Using MAE we see a similar ranking of methods as with RMSE (Figure ).