TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Computer Code/Code Documentation Generation/CodeSearchNet - Ruby

Code Documentation Generation on CodeSearchNet - Ruby

Metric: Smoothed BLEU-4 (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕Smoothed BLEU-4▼Extra DataPaperDate↕Code
1CodeTrans-MT-Base15.26NoCodeTrans: Towards Cracking the Language of Sili...2021-04-06Code
2CodeBERT (MLM+RTD)8.46NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code
3CodeBERT (MLM)7.95NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code
4Transformer7.87NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code
5pre-train w/ code only7.36NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code
6RoBERTa7.26NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code
7seq2seq6.96NoCodeBERT: A Pre-Trained Model for Programming an...2020-02-19Code