Head-Aware Visual Cropping: Enhancing Fine-Grained VQA with Attention-Guided Subimage

Junfei Xie, Peng Pan, Xulong Zhang

Multimodal Large Language Models (MLLMs) show strong performance in Visual Question Answering (VQA) but remain limited in fine-grained reasoning due to low-resolution inputs and no…