AINeutralarXiv – CS AI · 18h ago6/10
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TABVERSE: Benchmarking Cross-Format Table Understanding in LLMs and VLMs
Researchers introduced TABVERSE, a new benchmark for evaluating how Large Language Models and Vision-Language Models understand tables across different formats (HTML, Markdown, LaTeX, and images). The study reveals that table representation significantly impacts model performance, with structured text formats generally outperforming rendered images, though performance varies by task and model type.