paper-with-me

Code Documentation Generation 벤치마크

Code Documentation Generation on CodeSearchNet - Go

21개 결과 · ⬇ CSV · JSON

Smoothed BLEU-4

19.54 21.35 23.16 24.98 26.79 2020-02 2026-09 CodeBERT (MLM) — 26.79 (2020-02-19) CodeBERT (MLM+RTD) — 26.66 (2020-02-19) pre-train w/ code only — 26.39 (2020-02-19) RoBERTa — 26.09 (2020-02-19) CodeBERT (RTD) — 26.02 (2020-02-19) seq2seq — 23.48 (2020-02-19) CodeBERT (MLM) — 26.79 (2020-02-19) CodeBERT (MLM+RTD) — 26.66 (2020-02-19) pre-train w/ code only — 26.39 (2020-02-19) RoBERTa — 26.09 (2020-02-19) CodeBERT (RTD) — 26.02 (2020-02-19) seq2seq — 23.48 (2020-02-19) CodeBERT (MLM) — 26.79 (2020-02-19) CodeBERT (MLM+RTD) — 26.66 (2020-02-19) pre-train w/ code only — 26.39 (2020-02-19) RoBERTa — 26.09 (2020-02-19) CodeBERT (RTD) — 26.02 (2020-02-19) seq2seq — 23.48 (2020-02-19) CodeTrans-TF-Large — 19.54 (2021-04-06) CodeTrans-TF-Large — 19.54 (2021-04-06) CodeTrans-TF-Large — 19.54 (2021-04-06) CodeBERT (MLM) — 26.79 (2020-02-19)
RankModel Smoothed BLEU-4 PaperCodeYear
1 CodeBERT (MLM) 26.79 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
2 CodeBERT (MLM+RTD) 26.66 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
3 pre-train w/ code only 26.39 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
4 RoBERTa 26.09 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
5 CodeBERT (RTD) 26.02 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
6 seq2seq 23.48 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
7 CodeTrans-TF-Large 19.54 CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing agemagician/CodeTrans 2021
8 CodeBERT (MLM) 26.79 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
9 CodeBERT (MLM+RTD) 26.66 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
10 pre-train w/ code only 26.39 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
11 RoBERTa 26.09 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
12 CodeBERT (RTD) 26.02 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
13 seq2seq 23.48 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
14 CodeTrans-TF-Large 19.54 CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing agemagician/CodeTrans 2021
15 CodeBERT (MLM) 26.79 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
16 CodeBERT (MLM+RTD) 26.66 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
17 pre-train w/ code only 26.39 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
18 RoBERTa 26.09 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
19 CodeBERT (RTD) 26.02 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
20 seq2seq 23.48 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
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