Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond

Zhecan Wang, Long Chen, Haoxuan You +6

Vision-language (VL) understanding tasks evaluate models' comprehension of complex visual scenes through multiple-choice questions. However, we have identified two dataset biases t…