遇见数据集

StackOverflowVQA

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arXiv2024-05-17 更新2024-06-21 收录
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StackOverflowVQA是由伊朗科技大学创建的视觉问答数据集,专注于软件相关的编程问题。该数据集包含451,394个问题,每个问题至少配有一张图片和多个全句答案,总计799,270个答案。数据集通过筛选和处理StackOverflow上的问题和答案创建,特别适用于训练视觉感知计算机助手。数据集中的图像多为计算机截图,问题和答案涉及编程知识,旨在通过图像和文本的结合提高问答系统的准确性。

StackOverflowVQA is a visual question answering (VQA) dataset developed by Iran University of Science and Technology, focusing on software-related programming problems. This dataset contains 451,394 questions, each paired with at least one image and multiple full-sentence answers, with a total of 799,270 answers across the entire collection. Constructed by filtering and curating questions and answers from the StackOverflow platform, the dataset is specifically designed for training visually-aware computer assistants. The majority of images in the dataset are computer screenshots, and both the questions and answers cover programming-related knowledge. Its core objective is to improve the accuracy of question answering systems by combining visual and textual information.

提供机构:
伊朗科技大学
创建时间:
2024-05-17
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