Optical Character Recognition2020en
codesearchnet---java
Dataset from Papers With Code
Metrics:accuracy, cer, wer, f1
smoothed-bleu-4
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | CodeTrans-MT-Large | 21.87 | Apr 2021 | |
| 2 | CodeBERT (MLM+RTD) | 14.56 | Feb 2020 | |
| 3 | CodeBERT (MLM) | 13.59 | Feb 2020 | |
| 4 | RoBERTa | 13.2 | Feb 2020 | |
| 5 | pre-train w/ code only | 13.07 | Feb 2020 | |
| 6 | CodeBERT (RTD) | 12.72 | Feb 2020 | |
| 7 | Transformer | 12.57 | Feb 2020 | |
| 8 | seq2seq | 11.42 | 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-Large
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
Feb 2020Models: CodeBERT (MLM+RTD), CodeBERT (MLM), RoBERTa +4 more