Test-Time Matching: Unlocking Compositional Reasoning in Multimodal Models

Yinglun Zhu, Jiancheng Zhang, Fuzhi Tang

Frontier AI models have achieved remarkable progress, yet recent studies suggest they struggle with compositional reasoning, often performing at or below random chance on establish…