Code Documentation Generation On 1
評価指標
Smoothed BLEU-4
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | Smoothed BLEU-4 | Paper Title | Repository |
|---|---|---|---|
| pre-train w/ code only | 13.07 | CodeBERT: A Pre-Trained Model for Programming and Natural Languages | |
| CodeBERT (MLM+RTD) | 14.56 | CodeBERT: A Pre-Trained Model for Programming and Natural Languages | |
| RoBERTa | 13.2 | CodeBERT: A Pre-Trained Model for Programming and Natural Languages | |
| Transformer | 12.57 | CodeBERT: A Pre-Trained Model for Programming and Natural Languages | |
| CodeBERT (MLM) | 13.59 | CodeBERT: A Pre-Trained Model for Programming and Natural Languages | |
| CodeTrans-MT-Large | 21.87 | CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing | |
| CodeBERT (RTD) | 12.72 | CodeBERT: A Pre-Trained Model for Programming and Natural Languages | |
| seq2seq | 11.42 | CodeBERT: A Pre-Trained Model for Programming and Natural Languages |
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