This is not surprising if we consider the high predictive power of ASR (glass-box) features that, when used in isolation, lead to a considerably lower MAE with respect to the other three groups.
overall, also in this more complex scenario where the glass-box features cannot be used, our results demonstrate a good prediction capability of the QE models, which are still able to beat a strong baseline.