Taxi4D emerges as a comprehensive benchmark designed to assess the capabilities of 3D localization algorithms. This intensive benchmark provides a diverse set of scenarios spanning diverse contexts, allowing researchers and developers to compare the weaknesses of their approaches. With providing a