MTRE: Multi-Token Reliability Estimation for Hallucination Detection in VLMs

Geigh Zollicoffer, Minh Vu, Manish Bhattarai

Vision-language models (VLMs) now rival human performance on many multimodal tasks, yet they still hallucinate objects or generate unsafe text. Current hallucination detectors, e.g…