GroundCount: Grounding Vision-Language Models with Object Detection for Mitigating Counting Hallucinations

Boyuan Chen, Minghao Shao, Siddharth Garg +2

Vision Language Models (VLMs) exhibit persistent hallucinations in counting tasks, with accuracy substantially lower than other visual reasoning tasks (excluding sentiment). This p…