Clone Detection on POJ-104 CodeXGLUE (test)
93.4MAP@RUniXcoder
Evaluation Results
| Method | Links | |
|---|---|---|
| UniXcoderBackbone=UniXcoder, Tuning Protocol=FuzzT2023.05 | 93.4 | |
| CodeBERTBackbone=CodeBERT, Tuning Protocol=FuzzT2023.05 | 92.01 | |
| UniXcoderBackbone=UniXcoder, Tuning Protocol=FineT2023.05 | 90.52 | |
| ContraBERTBackbone=ContraBERT, Tuning Protocol=FineT2023.05 | 90.46 | |
| CodeT5Backbone=CodeT5, Tuning Protocol=FineT2023.05 | 88.65 | |
| SYNCOBERTBackbone=SYNCOBERT, Tuning Protocol=FineT2023.05 | 88.24 | |
| PLBARTBackbone=PLBART, Tuning Protocol=FineT2023.05 | 86.27 | |
| GraphCodeBERTBackbone=GraphCodeBERT, Tuning Protocol=FineT2023.05 | 85.16 | |
| CodeBERTBackbone=CodeBERT, Tuning Protocol=FineT2023.05 | 84.29 | |
| DISCOobjective=MLM2021.10 | 83.32 | |
| DISCOobjective=MLM+CLR++NT-MLM2021.10 | 82.77 | |
| DISCOobjective=MLM+CLR+2021.10 | 82.73 | |
| CodeBERTversion=updated github results2021.10 | 82.67 | |
| MISIM-GNNtype=graph-based2021.10 | 82.45 | |
| DISCOobjective=MLM+CLR-2021.10 | 82.44 | |
| ROBERTa2021.10 | 76.67 | |
| Transformertraining=from scratch2021.10 | 62.11 |