Taxi4D emerges as a essential benchmark designed to evaluate the efficacy of 3D mapping algorithms. This rigorous benchmark provides a varied set of tasks spanning diverse contexts, allowing researchers and developers to evaluate the strengths of their approaches. Through providing a standardized platform for assessment, Taxi4D contributes the dev