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ViInfographicVQA: A Benchmark for Single and Multi-image Visual Question Answering on Vietnamese Infographics

ViInfographicVQA: A Benchmark for Single and Multi-image Visual Question Answering on Vietnamese Infographics

AAAI Workshop2025

Tue-Thu Van-Dinh, Hoang-Duy Tran, Truong-Binh Duong, Mai-Hanh Pham, Binh-Nam Le-Nguyen, Quoc-Thai Nguyen

The paper introduces ViInfographicVQA, the first Vietnamese benchmark for Infographic Visual Question Answering, containing 6,747 infographics and 20,409 verified QA pairs across multiple domains. It includes two tasks: Single-image VQA and Multi-image VQA, the latter requiring reasoning across multiple related infographics. Experiments show significant performance gaps in current vision-language models, especially for cross-image reasoning tasks.

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Dương Nguyễn Thuận (Thuan Duong)

Master Student

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Dương Đình Thắng (Thang Duong)

MSc in AI Robotics

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Dương Trường Bình (Truong-Binh Duong)

Master Student

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Nguyễn Quốc Việt (Vision)

MSc in AI Robotics

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Nguyễn Anh Khôi (Koi Nguyen)

Research Assistant

Special thanks to AI VIET NAM for empowering our team.

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Vision and Language in AI (VLAI), a Vietnamese research group cultivating a deeper harmony between multimodal perception and human language in AI.

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