Benchmarking Large Language Models for Molecule Prediction Tasks: Challenges and Insights

Large Language Models (LLMs) struggle with capturing the geometric structure of molecules, hindering their performance in molecule prediction tasks. Integrating LLMs with existing Machine Learning models can enhance overall performance.