Prompt Sensitivity in Vision-Language Grounding: How Small Changes in Wording Affect Object Detection

Dawar Jyoti Deka, Amit Sethi, Syed Mohammad Ali

Vision-language models enable open-vocabulary object grounding through natural language queries, under the implicit assumption that semantically equivalent descriptions yield consi…