SpanCalib-VLM: Calibrated Hallucination Span Detection in Vision-Language Models

Amanuel Gizachew Abebe, Yasmin Moslem

Detecting hallucinations in Large Vision-Language Models (LVLMs) requires both accurate span localization and well-calibrated confidence scores. Fine-tuned generative VLMs excel at…