Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs

Sary Elmansoury, Islam Mesabah, Gerrit Großmann +4

Vision language models (VLMs) excel at zero-shot visual classification, but their performance on fine-grained tasks and large hierarchical label spaces is understudied. This paper…