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cs.CV2026★ 4 cited
MultiMedEval: A Benchmark and a Toolkit for Evaluating Medical Vision-Language Models
Corentin Royer, Bjoern Menze, Anjany Sekuboyina
We introduce MultiMedEval, an open-source toolkit for fair and reproducible evaluation of large, medical vision-language models (VLM). MultiMedEval comprehensively assesses the mod…
cs.CV2025
RadDiagSeg-M: A Vision Language Model for Joint Diagnosis and Multi-Target Segmentation in Radiology
Chengrun Li, Corentin Royer, Haozhe Luo +6
Most current medical vision language models struggle to jointly generate diagnostic text and pixel-level segmentation masks in response to complex visual questions. This represents…