Assessing VLM Reliability for Medical Image Quality Evaluation Under Corruption and Bias

Sofiane Ouaari, Kevin Vorwalder, Nico Pfeifer

Vision-Language Models (VLMs) are increasingly applied in medical tasks such as pathology description, report generation, and visual question answering. Medical Image Quality Asses…