paper-with-me

Code Documentation Generation 벤치마크

Code Documentation Generation on CodeSearchNet - Ruby

21개 결과 · ⬇ CSV · JSON

Smoothed BLEU-4

6.96 9.035 11.11 13.19 15.26 2020-02 2026-09 CodeBERT (MLM+RTD) — 8.46 (2020-02-19) CodeBERT (MLM) — 7.95 (2020-02-19) Transformer — 7.87 (2020-02-19) pre-train w/ code only — 7.36 (2020-02-19) RoBERTa — 7.26 (2020-02-19) seq2seq — 6.96 (2020-02-19) CodeBERT (MLM+RTD) — 8.46 (2020-02-19) CodeBERT (MLM) — 7.95 (2020-02-19) Transformer — 7.87 (2020-02-19) pre-train w/ code only — 7.36 (2020-02-19) RoBERTa — 7.26 (2020-02-19) seq2seq — 6.96 (2020-02-19) CodeBERT (MLM+RTD) — 8.46 (2020-02-19) CodeBERT (MLM) — 7.95 (2020-02-19) Transformer — 7.87 (2020-02-19) pre-train w/ code only — 7.36 (2020-02-19) RoBERTa — 7.26 (2020-02-19) seq2seq — 6.96 (2020-02-19) CodeTrans-MT-Base — 15.26 (2021-04-06) CodeTrans-MT-Base — 15.26 (2021-04-06) CodeTrans-MT-Base — 15.26 (2021-04-06) CodeBERT (MLM+RTD) — 8.46 (2020-02-19) CodeTrans-MT-Base — 15.26 (2021-04-06)
RankModel Smoothed BLEU-4 PaperCodeYear
1 CodeTrans-MT-Base 15.26 CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing agemagician/CodeTrans 2021
2 CodeBERT (MLM+RTD) 8.46 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
3 CodeBERT (MLM) 7.95 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
4 Transformer 7.87 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
5 pre-train w/ code only 7.36 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
6 RoBERTa 7.26 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
7 seq2seq 6.96 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
8 CodeTrans-MT-Base 15.26 CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing agemagician/CodeTrans 2021
9 CodeBERT (MLM+RTD) 8.46 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
10 CodeBERT (MLM) 7.95 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
11 Transformer 7.87 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
12 pre-train w/ code only 7.36 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
13 RoBERTa 7.26 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
14 seq2seq 6.96 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
15 CodeTrans-MT-Base 15.26 CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing agemagician/CodeTrans 2021
16 CodeBERT (MLM+RTD) 8.46 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
17 CodeBERT (MLM) 7.95 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
18 Transformer 7.87 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
19 pre-train w/ code only 7.36 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
20 RoBERTa 7.26 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
1–20 / 21 다음 → 페이지당 10 20 50 100