ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots

09/16/2022

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by   Yu-Chung Hsiao, et al.

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We present a new task and dataset, ScreenQA, for screen content understanding via question answering. The existing screen datasets are focused either on structure and component-level understanding, or on a much higher-level composite task such as navigation and task completion. We attempt to bridge the gap between these two by annotating 80,000+ question-answer pairs over the RICO dataset in hope to benchmark the screen reading comprehension capacity.