The Perceptual Observatory Characterizing Robustness and Grounding in MLLMs

This article likely presents research on Multimodal Large Language Models (MLLMs), focusing on their robustness and grounding capabilities. The title suggests an investigation into how well these models perform under various conditions and how accurately they connect their outputs to the real world. The use of "Perceptual Observatory" implies a systematic approach to observing and analyzing these aspects.