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ResearchFormerly WizWand

Clone Detection on POJ-104 CodeXGLUE (test)

93.4MAP@RUniXcoder
60.858469.306777.75586.2033Oct 8, 2021Jan 14, 2022Apr 23, 2022Jul 31, 2022Nov 6, 2022Feb 13, 2023May 23, 2023
Updated 8mo ago

Evaluation results

MethodLinks
UniXcoderBackbone=UniXcoder, Tuning Protocol=FuzzT2023.0593.4
CodeBERTBackbone=CodeBERT, Tuning Protocol=FuzzT2023.0592.01
UniXcoderBackbone=UniXcoder, Tuning Protocol=FineT2023.0590.52
ContraBERTBackbone=ContraBERT, Tuning Protocol=FineT2023.0590.46
CodeT5Backbone=CodeT5, Tuning Protocol=FineT2023.0588.65
SYNCOBERTBackbone=SYNCOBERT, Tuning Protocol=FineT2023.0588.24
PLBARTBackbone=PLBART, Tuning Protocol=FineT2023.0586.27
GraphCodeBERTBackbone=GraphCodeBERT, Tuning Protocol=FineT2023.0585.16
CodeBERTBackbone=CodeBERT, Tuning Protocol=FineT2023.0584.29
DISCOobjective=MLM2021.1083.32
DISCOobjective=MLM+CLR++NT-MLM2021.1082.77
DISCOobjective=MLM+CLR+2021.1082.73
CodeBERTversion=updated github results2021.1082.67
MISIM-GNNtype=graph-based2021.1082.45
DISCOobjective=MLM+CLR-2021.1082.44
ROBERTa2021.1076.67
Transformertraining=from scratch2021.1062.11