Xingyuan Ma

Regression over Classification: Assessing Image Aesthetics via Multimodal Large Language Models

Image Aesthetics Assessment (IAA) evaluates visual quality through user-centered perceptual analysis and can guide various applications. Recent advances in Multimodal Large Language Models (MLLMs) have sparked interest in adapting them for IAA. However, two critical limitations persist in applying M