Can I use TransformedTargetRegressor in tpot?

In some cases transforming the target will improve the prediction drastically for regression problems (see: https://scikit-learn.org/stable/auto_examples/compose/plot_transformed_target.html)

Can I use the sklearn.compose.TransformedTargetRegressor step in a tpot pipeline, so that it transforms the target accordingly, but evaluates the predictions after applying the inverse_transform? Also the final predictions should be retransformed by inverse_transform.