Taxi4D emerges as a essential benchmark designed to evaluate 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 systems. By providing a consistent platform for assessment, Taxi4D advances the d