📊 Showing 5 results | 📏 Metric: Accuracy
| Rank | Model | Paper | Accuracy | Date | Code |
|---|---|---|---|---|---|
| 1 | TranX + BERT w/mined | The impact of lexical and grammatical processing on generating code from natural language | 81.03 | 2022-02-28 | 📦 codegenfactors/BertranX 📦 codegenfact/BertranX |
| 2 | BERT + TAE | Code Generation from Natural Language with Less Prior and More Monolingual Data | 81.03 | 2021-01-01 | 📦 borealisai/code-gen-tae |
| 3 | Tranx | TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation | 73.70 | 2018-10-05 | 📦 pcyin/tranX 📦 DeepLearnXMU/CG-RL 📦 yuxiang2/CoNaLa 📦 Pro-v-7/code-generation |
| 4 | lpn (Ling et al., 2016) | Latent Predictor Networks for Code Generation | 62.30 | 2016-03-22 | 📦 deepmind/card2code 📦 davidgolub/QuestionGeneration |
| 5 | Phrasal Statistical MT (Ling et al., 2016) | Latent Predictor Networks for Code Generation | 31.50 | 2016-03-22 | 📦 deepmind/card2code 📦 davidgolub/QuestionGeneration |