Unifying Vision, Text, and Layout for Universal Document Processing

Benchmark Model Rank Results
document-image-classification-on-rvl-cdipUDOP#3Accuracy: 96.00%
key-information-extraction-on-cordUDOP#3F1: 97.58
semantic-entity-labeling-on-funsdUDOP#6F1: 91.62
visual-question-answering-vqa-on-infographicvqaUDOP (aux)#14ANLS: 63.0
visual-question-answering-vqa-on-infographicvqaUDOP#24ANLS: 47.4
visual-question-answering-on-docvqa-testUDOP (aux)#52ANLS: 0.878
visual-question-answering-on-docvqa-testUDOP#62ANLS: 0.847