paper-with-me

Code Documentation Generation 벤치마크

Code Documentation Generation on CodeSearchNet

21개 결과 · ⬇ CSV · JSON

Smoothed BLEU-4

13.36 14.02 14.68 15.33 15.99 2020-02 2026-09 CodeBERT (MLM+RTD) — 15.99 (2020-02-19) CodeBERT (MLM) — 15.55 (2020-02-19) pre-train w/ code only — 15.15 (2020-02-19) CodeBERT (RTD) — 15.03 (2020-02-19) RoBERTa — 14.52 (2020-02-19) Transformer — 14.31 (2020-02-19) seq2seq — 13.36 (2020-02-19) CodeBERT (MLM+RTD) — 15.99 (2020-02-19) CodeBERT (MLM) — 15.55 (2020-02-19) pre-train w/ code only — 15.15 (2020-02-19) CodeBERT (RTD) — 15.03 (2020-02-19) RoBERTa — 14.52 (2020-02-19) Transformer — 14.31 (2020-02-19) seq2seq — 13.36 (2020-02-19) CodeBERT (MLM+RTD) — 15.99 (2020-02-19) CodeBERT (MLM) — 15.55 (2020-02-19) pre-train w/ code only — 15.15 (2020-02-19) CodeBERT (RTD) — 15.03 (2020-02-19) RoBERTa — 14.52 (2020-02-19) Transformer — 14.31 (2020-02-19) seq2seq — 13.36 (2020-02-19) CodeBERT (MLM+RTD) — 15.99 (2020-02-19)
RankModel Smoothed BLEU-4 PaperCodeYear
1 CodeBERT (MLM+RTD) 15.99 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
2 CodeBERT (MLM) 15.55 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 15.15 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
4 CodeBERT (RTD) 15.03 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
5 RoBERTa 14.52 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
6 Transformer 14.31 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
7 seq2seq 13.36 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
8 CodeBERT (MLM+RTD) 15.99 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
9 CodeBERT (MLM) 15.55 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 15.15 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
11 CodeBERT (RTD) 15.03 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
12 RoBERTa 14.52 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
13 Transformer 14.31 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
14 seq2seq 13.36 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
15 CodeBERT (MLM+RTD) 15.99 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
16 CodeBERT (MLM) 15.55 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 15.15 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
18 CodeBERT (RTD) 15.03 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
19 RoBERTa 14.52 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
20 Transformer 14.31 CodeBERT: A Pre-Trained Model for Programming and Natural Languages salesforce/codet5 · microsoft/CodeBERT · graykode/commit-autosuggestions · +6 2020
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