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anvo25/vlms-are-biased

Vision Language Models are Biased 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… See the full description on the dataset page: https://huggingface.co/datasets/anvo25/vlms-are-biased.

Author / organizationanvo25
License (as declared)mit
Downloads1.6K (as reported by Hugging Face)
Likes30
Created2 May 2025
Last updated at source12 December 2025
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  • 16 Oct 2026 Description: Vision Language Models are Biased 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, → Vision Language Models are Biased by An Vo1*, Khai-Nguyen Nguyen2*, Mohammad Reza Taesiri3, Vy Tuong Dang1, Anh Totti Nguyen4†, Daeyoung Kim1† *Equal contribution&nbsp;&nbsp;&nbsp;&nbsp;†Equal advising 1KAIST, 2College of William and Mary,

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