AI RESEARCH

ME-IQA: Memory-Enhanced Image Quality Assessment via Re-Ranking

arXiv CS.CV

ArXi:2603.20785v1 Announce Type: new Reasoning-induced vision-language models (VLMs) advance image quality assessment (IQA) with textual reasoning, yet their scalar scores often lack sensitivity and collapse to a few values, so-called discrete collapse. We