CUSP: Decomposable Collective Uncertainty for Multi-Agent Multimodal Reasoning

Chung-En Johnny Yu, David Garcia, Brian Jalaian +1

Aggregating heterogeneous vision-language models (VLMs) can improve multimodal reasoning, but neither an individual model's confidence nor that of the aggregated answer measures re…