Metric: Smoothed BLEU-4 (higher is better)
| # | Model↕ | Smoothed BLEU-4▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CodeBERT (MLM) | 26.79 | No | CodeBERT: A Pre-Trained Model for Programming an... | 2020-02-19 | Code |
| 2 | CodeBERT (MLM+RTD) | 26.66 | No | CodeBERT: A Pre-Trained Model for Programming an... | 2020-02-19 | Code |
| 3 | pre-train w/ code only | 26.39 | No | CodeBERT: A Pre-Trained Model for Programming an... | 2020-02-19 | Code |
| 4 | RoBERTa | 26.09 | No | CodeBERT: A Pre-Trained Model for Programming an... | 2020-02-19 | Code |
| 5 | CodeBERT (RTD) | 26.02 | No | CodeBERT: A Pre-Trained Model for Programming an... | 2020-02-19 | Code |
| 6 | seq2seq | 23.48 | No | CodeBERT: A Pre-Trained Model for Programming an... | 2020-02-19 | Code |
| 7 | CodeTrans-TF-Large | 19.54 | No | CodeTrans: Towards Cracking the Language of Sili... | 2021-04-06 | Code |