This work aims at reviewing, analyzing and comparing a range of state-of-the-art approaches to inertial parameter identification in the context robotics. We introduce “BIRDy (Benchmark for Identification Robot Dynamics)”, an open-source Matlab toolbox, allowing systematic formal performance assessment considered algorithms on either simulated or real serial robot manipulators. Seventeen most wi...