SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions

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Other Links: arxiv.org

Abstract:

Existing VQA datasets contain questions with varying levels of complexity. While the majority of questions in these datasets require perception for recognizing existence, properties, and spatial relationships of entities, a significant portion of questions pose challenges that correspond to reasoning tasks -- tasks that can only be answ...More

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