Leveraging pre-trained language models for code generation

Benchmark Model Rank Results
code-generation-on-conalaRoBERTaMarian#1BLEU: 35.74Exact Match Accuracy: 13.8
code-generation-on-conalaBERTMarian#5BLEU: 32.46Exact Match Accuracy: 12.40
code-generation-on-conalaELECTRAMarian#9BLEU: 30.18Exact Match Accuracy: 10.0
code-generation-on-conalaLUKEMarian#10BLEU: 29.83Exact Match Accuracy: 7.6
code-generation-on-djangoLUKEMarian#4Accuracy: 78.50BLEU Score: 89.34
code-generation-on-djangoRoBERTaMarian#5Accuracy: 77.95BLEU Score: 88.91
code-generation-on-djangoBERTMarian#6Accuracy: 76.68BLEU Score: 56.55
code-generation-on-djangoELECTRAMarian#8Accuracy: 65.32BLEU Score: 53.02