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代码生成
Code Generation On Django
Code Generation On Django
评估指标
Accuracy
BLEU Score
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
Accuracy
BLEU Score
Paper Title
Repository
LUKEMarian
78.50
89.34
Leveraging pre-trained language models for code generation
Reranker
80.2
-
Reranking for Neural Semantic Parsing
-
MarianCG
81.83
90.41
MarianCG: a code generation transformer model inspired by machine translation
lpn (Ling et al., 2016)
62.3
77.6
Latent Predictor Networks for Code Generation
-
RoBERTaMarian
77.95
88.91
Leveraging pre-trained language models for code generation
Tranx
73.7
-
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
-
BERTMarian
76.68
56.55
Leveraging pre-trained language models for code generation
BERT + TAE
81.03
-
Code Generation from Natural Language with Less Prior and More Monolingual Data
-
TranX + BERT w/mined
81.03
79.86
The impact of lexical and grammatical processing on generating code from natural language
-
Phrasal Statistical MT (Ling et al., 2016)
31.5
47.6
Latent Predictor Networks for Code Generation
-
ELECTRAMarian
65.32
53.02
Leveraging pre-trained language models for code generation
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