2026
Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment
AAAI 2026technical
Despite the impressive performance of large multimodal models (LMMs) in high-level visual tasks, their capacity for image quality assessment (IQA) remains limited. One main reason is that LMMs are primarily trained for high-level tasks (e.g., image captioning), emphasizing unified image semantics ex