Showing cs.CVShow all
2 papers · 1 filter
cs.CV2026
Beyond Symmetric Alignment: Spectral Diagnostics of Modality Imbalance in Vision-Language Models in the Medical Domain
Alessandro Gambetti, Qiwei Han, Cláudia Soares +1
Vision-Language Models (VLMs) struggle when applied to medical image-text data, yet the tools available to diagnose this failure remain limited. Existing representation alignment m…
cs.CV2026
MM-SCALE: Evaluating Evidence-Grounded Moral Judgment in Vision-Language Models
Eunkyu Park, Wesley Hanwen Deng, Cheyon Jin +8
Vision-Language Models increasingly make socially consequential judgments from image-text inputs, yet current evaluations often stop at verdict-level accuracy: whether the final la…