stu--CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

https://cs.stanford.edu/people/jcjohns/clevr/

用于视觉推理的诊断数据集

摘要

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介绍

      visual question answering VQA

     The two main differences betweenCLEVR and other VQA datasets are that: (1) CLEVR controls biases found in prior VQA datasets that can be usedby learning systems to answer questions correctly without visual reasoning and (2) CLEVR’s synthetic nature and de-tailed annotations facilitate in-depth analyses of reasoning abilities that are impossible with existing datasets.

 

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Related work

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The Clevr Diagnostic Dataset

1. question family, question generation,