AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Crystalline Materials

Taoyuze Lv, Alexander Chen, Fengyu Xie, Chu Wu, Jeffrey Meng, Dongzhan Zhou, Yingheng Wang, Bram Hoex, Zhicheng Zhong, Tong Xie

Submission Type: I want my submission to be considered for both oral and poster presentation.

Keywords: Large Language Models, Spatial Reasoning, Crystalline Materials, Benchmark, Crystallographic Information Files (CIF), Materials Science, Atomic Structures, Crystallography, Structural Manipulation, Geometric Reasoning

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 189