Artificial Intelligence #image quality assessment#computer vision
Tool-IQA: Augmenting Image Quality Assessment with Simple Tools to Improve VLM-Based Scoring
Researchers propose Tool-IQA, a method that enhances Vision-Language Models (VLMs) for image quality assessment by adding a Magnifier and Gamma Corrector tools. This shifts from static one-shot scoring to a tool-augmented workflow, achieving a PLCC of 0.854 on the CLIVE dataset, outperforming existing state-of-the-art models.
Jun 16, 2026 1 source