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title
description
image
site name
author
updated
2026-02-26 16:52:56
raw text
IconQA IconQA Home Dataset Icon645 Download Paper Code Citation Authors Contact Explore Visualizations IconQA A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning (NeurIPS 2021) What is IconQA? Current visual question answering (VQA) tasks mainly consider answering human-annotated questions for natural images in the daily-life context. In this work, we propose a new challenging benchmark, icon question answering (IconQA), which aims to highlight the importance of abstract diagram understanding and comprehensive cognitive reasoning in real-world diagram word problems. For this benchmark, we build up a large-scale IconQA dataset that consists of three sub-tasks: multi-image-choice, multi-text-choice, and filling-in-the-blank. Compared to existing VQA b...
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2026-02-26 16:52:56
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