Several approaches<cite> [44,</cite> 8, 37, 7] have been proposed for the TextVQA task, based on OCR results of the image. In particular, LoRRA <cite>[44]</cite> extends previous VQA models [43] with an OCR attention branch and adds OCR tokens as a dynamic vocabulary to the answer classifier, allowing copying a single OCR token from the image as the answer.