Optical Character Recognition2020en

hoc

Dataset from Papers With Code

Metrics:accuracy, cer, wer, f1

f1

#	Model	Score	Paper / Code	Date
1	BioLinkBERT (large)	88.1	LinkBERT: Pretraining Language Models with Document Links Code	Mar 2022
2	NCBI_BERT(large) (P)	87.3	Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Code	Jun 2019
3	SciFive-large	86.08	SciFive: a text-to-text transformer model for biomedical literature Code	May 2021

micro-f1

#	Model	Score	Paper / Code	Date
1	BioGPT	85.12	BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining Code	Oct 2022
2	BioLinkBERT (large)	84.87	LinkBERT: Pretraining Language Models with Document Links Code	Mar 2022
3	PubMedBERT uncased	82.32	Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Code	Jul 2020

Related Papers5

BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Oct 2022Models: BioGPT

LinkBERT: Pretraining Language Models with Document Links

Mar 2022Models: BioLinkBERT (large)

SciFive: a text-to-text transformer model for biomedical literature

May 2021Models: SciFive-large

Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing

Jul 2020Models: PubMedBERT uncased

Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets

Jun 2019Models: NCBI_BERT(large) (P)

Other Optical Character Recognition Datasets

scut-ctw1500 mpqa cnn-/-daily-mail icdar2013 SROIE KITAB-Bench ThaiOCRBench PolEval 2021 OCR IMPACT-PSNC wikibio