Paper benchmarks response behaviors in hybrid-thinking MLLMs

arXiv paper introduces a benchmark for hybrid-thinking multimodal LLMs — models that switch between deliberative and latency-efficient non-thinking inference — to evaluate and align response behavior consistency across reasoning budgets.