This paper introduces BloomBench, a new bilingual (English-Arabic), cognitively-informed benchmark based on Bloom's Taxonomy to systematically evaluate the reasoning abilities of Vision-Language Models across different hierarchical cognitive levels.

TIR-Bench: Multi-modal image reasoning benchmark interpretation repository, includes dataset introduction, paper parsing, evaluation pipeline and VLM test results for vision-language model benchmark research.

Cross-modal plasticity benchmark — Hypneum Lab