The Perceptual Observatory Characterizing Robustness and Grounding in MLLMs

Tejas Anvekar, Fenil Bardoliya, Pavan K. Turaga +2

Recent advances in multimodal large language models (MLLMs) have yielded increasingly powerful models, yet their perceptual capacities remain poorly characterized. In practice, mos…