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SotA/Adversarial/Text Generation/CodeSearchNet - Java

Text Generation on CodeSearchNet - Java

Metric: Smoothed BLEU-4 (higher is better)

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#Model↕Smoothed BLEU-4▼Extra DataPaperDate↕Code
1CodeTrans-MT-Large21.87NoCodeTrans: Towards Cracking the Language of Sili...2021-04-06Code
2CodeBERT (MLM+RTD)14.56NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code
3CodeBERT (MLM)13.59NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code
4RoBERTa13.2NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code
5pre-train w/ code only13.07NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code
6CodeBERT (RTD)12.72NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code
7Transformer12.57NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code
8seq2seq11.42NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code