Can Current AI Models Count What We Mean, Not What They See? A Benchmark and Systematic Evaluation

Gia Khanh Nguyen, Yifeng Huang, Minh Hoai

Visual counting is a fundamental yet challenging task, especially when users need to count objects of a specific type in complex scenes. While recent models, including class-agnost…