Taxi4D emerges as a essential benchmark designed to assess the efficacy of 3D localization algorithms. This thorough benchmark presents a diverse set of challenges spanning diverse contexts, facilitating researchers and developers to evaluate the weaknesses of their solutions. By providing a standa