Comprehensive Benchmark for Evaluating Multimodal Large Language Models' Graphic Design Understanding

Multimodal Large Language Models (MLLMs) are evaluated on a comprehensive benchmark, DesignProbe, to assess their capabilities in understanding graphic design across both fine-grained design elements and overall design concepts.