ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding

Benchmark Model Rank Results
document-image-classification-on-rvl-cdipERNIE-Layout Large#1Accuracy: 96.27%
semantic-entity-labeling-on-funsdERNIE-Layoutlarge#1F1: 93.12
key-information-extraction-on-cordERNIE-Layout Large#6F1: 97.21
visual-question-answering-on-docvqa-testERNIE-Layout large (ensemble)#48ANLS: 0.8841
visual-question-answering-on-docvqa-testERNIE-Layout large#59ANLS: 0.8486