paper-with-me

Code Documentation Generation 벤치마크

Code Documentation Generation on CodeSearchNet - JavaScript

24개 결과 · ⬇ CSV · JSON

Smoothed BLEU-4

5.72 10.69 15.66 20.64 25.61 2020-02 2026-11 Transformer — 25.61 (2020-02-19) CodeBERT (MLM+RTD) — 9.54 (2020-02-19) CodeBERT (RTD) — 8.73 (2020-02-19) CodeBERT (MLM) — 8.51 (2020-02-19) pre-train w/ code only — 8.3 (2020-02-19) seq2seq — 6.88 (2020-02-19) RoBERTa — 5.72 (2020-02-19) Transformer — 25.61 (2020-02-19) CodeBERT (MLM+RTD) — 9.54 (2020-02-19) CodeBERT (RTD) — 8.73 (2020-02-19) CodeBERT (MLM) — 8.51 (2020-02-19) pre-train w/ code only — 8.3 (2020-02-19) seq2seq — 6.88 (2020-02-19) RoBERTa — 5.72 (2020-02-19) Transformer — 25.61 (2020-02-19) CodeBERT (MLM+RTD) — 9.54 (2020-02-19) CodeBERT (RTD) — 8.73 (2020-02-19) CodeBERT (MLM) — 8.51 (2020-02-19) pre-train w/ code only — 8.3 (2020-02-19) seq2seq — 6.88 (2020-02-19) RoBERTa — 5.72 (2020-02-19) CodeTrans-TF-Large — 18.98 (2021-04-06) CodeTrans-TF-Large — 18.98 (2021-04-06) CodeTrans-TF-Large — 18.98 (2021-04-06) Transformer — 25.61 (2020-02-19)
RankModel Smoothed BLEU-4 PaperCodeYear
21 CodeBERT (MLM) 8.51 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
22 pre-train w/ code only 8.3 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
23 seq2seq 6.88 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
24 RoBERTa 5.72 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
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