Vésteinn Snæbjarnarson, Kevin Du, Niklas Stoehr, Serge J. Belongie, Ryan Cotterell, Nico Lang, Stella Frank: Taxonomy-Aware Evaluation of Vision-Language Models. CVPR 2025: 9109-9120