Performance of multimodal large language models in statistical map understanding: reading, analysis, and interpretation tasks

This dataset provides a systematic evaluation of twelve multimodal large language models on the reading, analysis and interpretation of statistical maps. Each model answered nine questions about each of sixteen statistical maps of Europe in batch mode, with all nine questions submitted in a singl