Optical Character Recognition2020en

codesearchnet---ruby

Dataset from Papers With Code

Metrics:accuracy, cer, wer, f1

smoothed-bleu-4

#	Model	Score	Paper / Code	Date
1	CodeTrans-MT-Base	15.26	CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing Code	Apr 2021
2	CodeBERT (MLM+RTD)	8.46	CodeBERT: A Pre-Trained Model for Programming and Natural Languages Code	Feb 2020
3	CodeBERT (MLM)	7.95	CodeBERT: A Pre-Trained Model for Programming and Natural Languages Code	Feb 2020
4	Transformer	7.87	CodeBERT: A Pre-Trained Model for Programming and Natural Languages Code	Feb 2020
5	pre-train w/ code only	7.36	CodeBERT: A Pre-Trained Model for Programming and Natural Languages Code	Feb 2020
6	RoBERTa	7.26	CodeBERT: A Pre-Trained Model for Programming and Natural Languages Code	Feb 2020
7	seq2seq	6.96	CodeBERT: A Pre-Trained Model for Programming and Natural Languages Code	Feb 2020

Related Papers2

CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing

Apr 2021Models: CodeTrans-MT-Base

CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Feb 2020Models: CodeBERT (MLM+RTD), CodeBERT (MLM), Transformer +3 more

Other Optical Character Recognition Datasets

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

codesearchnet---ruby Benchmark - Optical Character Recognition | CodeSOTA