Model Zoo

Introduction

The models trained in our baseline are listed below. All models were trained 1 epoch under their respective backbones using the pretrained models provided by Transformers, LayoutLM and detectron2.

Models

The models trained on DocBank are available in the format used by Pytorch.

	name	backbone	url	size
0	BERT	BERT-base	Azure	387MB
1	BERT	BERT-large	Azure	1.2GB
2	RoBERTa	RoBERTa-base	Azure	441MB
3	RoBERTa	RoBERTa-large	Azure	1.2GB
4	LayoutLM	LayoutLM-base	Azure	398MB
5	LayoutLM	LayoutLM-large	Azure	1.2GB
6	X101	ResNeXt-101	Azure	747MB