VQA-CE (VQA Counterexamples)
Introduced by Dancette et al. in Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
This dataset provides a new split of VQA v2 (similarly to VQA-CP v2), which is built of questions that are hard to answer for biased models.
This dataset is designed to penalize biases, and encourage the learning of models that generalize well.
Benchmarks
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VQA-CE
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RandImg
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Papers
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