Taxi4D emerges as a comprehensive benchmark designed to measure the capabilities of 3D navigation algorithms. This thorough benchmark provides a extensive set of challenges spanning diverse contexts, enabling researchers and developers to evaluate the strengths of their approaches. With providing a uniform platform for evaluation, Taxi4D advances