Spatial Priming Outperforms Semantic Prompting: A Grid-Based Approach to Improving LLM Accuracy on Chart Data Extraction

This paper investigates strategies to improve multimodal LLM accuracy in extracting data from scientific charts. It demonstrates that a simple grid-based spatial priming method significantly outperforms semantic prompting techniques.