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ResearchFormerly WizWand

Code Summarization on CodeXGLUE Java (test)

22.95BLEU-4REDCODER-EXT
0.97486.679912.38518.0901Aug 26, 2021
Updated 8mo ago

Evaluation results

MethodLinks
REDCODER-EXTType=Retrieval augmented generative2021.0822.95
REDCODERType=Retrieval augmented generative2021.0822.94
BM25 + PLBARTType=Retrieval augmented generative2021.0819.71
PLBARTType=Generative2021.0818.45
GraphCodeBERTType=Generative2021.0817.85
CodeBERTType=Generative2021.0817.65
RoBERTaType=Generative2021.0816.47
TransformerType=Generative2021.0816.26
SCODE-RType=Retrieval based2021.0815.87
Seq2SeqType=Generative2021.0815.09
BM25Type=Retrieval based2021.081.82