Understanding How MLLMs Describe Artworks Using Token Activation Maps

Nicola Fanelli, Pasquale De Marinis, Raffaele Scaringi +3

Multimodal Large Language Models (MLLMs) describe artworks with remarkable fluency, yet the visual reasoning behind their outputs remains opaque. When an MLLM names a style, identi…