ORIC: Benchmarking Object Recognition under Contextual Incongruity in Large Vision-Language Models

Zhaoyang Li, Zhan Ling, Yuchen Zhou +3

Large Vision-Language Models (LVLMs) excel at captioning, visual question answering, and robotics by combining vision and language, yet they often miss obvious objects or hallucina…