by
An Vo1*,
Khai-Nguyen Nguyen2*,
Mohammad Reza Taesiri3,
Vy Tuong Dang1,
Anh Totti Nguyen4†,
Daeyoung Kim1†
*Equal contribution †Equal advising
1KAIST, 2College of William and Mary, 3University of Alberta, 4Auburn University
TLDR: State-of-the-art Vision Language Models (VLMs) perform perfectly on counting tasks with original images but fail catastrophically (e.g., 100% → 17.05%… See the full description on the dataset page: https://huggingface.co/datasets/Rendra86318/vlms-are-biased.
