Other boosting techniques based on the ideas in AdaBoost have been created, notably XGBoost ("extreme gradient boost") in 2014 and LightGBM ("lightweight gradient boosting machine") in 2017.

The AdaBoost.R2 regression algorithm has not received as much research attention as other tree-based regression ensemble techniques such as random forest regression, and gradient boosting regression.