Optical Character Recognition2020en

codesearchnet---php

Dataset from Papers With Code

Metrics:accuracy, cer, wer, f1

smoothed-bleu-4

#ModelScorePaper / CodeDate
1
CodeTrans-MT-Base
26.23
CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance ComputingCode
Apr 2021
2
CodeBERT (MLM+RTD)
21.32
CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesCode
Feb 2020
3
CodeBERT (MLM)
21
CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesCode
Feb 2020
4
pre-train w/ code only
20.71
CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesCode
Feb 2020
5
CodeBERT (RTD)
20.25
CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesCode
Feb 2020
6
RoBERTa
19.9
CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesCode
Feb 2020
7
seq2seq
18.4
CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesCode
Feb 2020
8
Transformer
18.25
CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesCode
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
PaperCode
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
Feb 2020Models: CodeBERT (MLM+RTD), CodeBERT (MLM), pre-train w/ code only +4 more
PaperCode

Other Optical Character Recognition Datasets

scut-ctw1500mpqacnn-/-daily-mailicdar2013SROIEKITAB-BenchThaiOCRBenchPolEval 2021 OCRIMPACT-PSNCwikibio
codesearchnet---php Benchmark - Optical Character Recognition | CodeSOTA