RUBi: Reducing Unimodal Biases for Visual Question Answering
Table 5: Overall accuracy top1 on VQA-CP v1
['Model', 'Overall', 'Yes/No', 'Number', 'Other']
Our RUBi approach consistently leads to significant gains over the classical learning strategy with a gain of +9.8 overall accuracy point with our baseline architecture, +19.2 with SAN and +7.66 with UpDn.