Propose and Attend: Training-free MLLM Grounding Confidence via Multi-Token Localized Attention

Daniel Shalam, Emanuel Ben Baruch, Avi Ben Cohen +1

Multimodal large language models can emit localized predictions, bounding boxes for objects and temporal windows for video and audio events, but they hallucinate these regions prol…