Yixuan Wu*

DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM

"We present DetToolChain, a novel prompting paradigm, to unleash the zero-shot object detection ability of multimodal large language models (MLLMs), such as GPT-4V and Gemini. Our approach consists of a detection prompting toolkit inspired by high-precision detection priors and a new Chain-of-Though…