Defect Detection on CodeXGLUE Defect Detection
99.89ASRGCGS+W
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCGS+WTarget Model=CodeT5+2025.03 | 99.89 | 46 | |
| GCGSTarget Model=CodeT5+2025.03 | 97.76 | 177 | |
| GCGS+WTarget Model=GraphCodeBERT2025.03 | 97.22 | 147 | |
| GCGS+WTarget Model=CodeBERT2025.03 | 97.17 | 167 | |
| GCGSTarget Model=GraphCodeBERT2025.03 | 94.11 | 229 | |
| GCGSTarget Model=CodeBERT2025.03 | 93.18 | 259 | |
| RNNSTarget Model=CodeT5+2025.03 | 86.59 | 355 | |
| RNNSTarget Model=GraphCodeBERT2025.03 | 86.51 | 331 | |
| MHMTarget Model=CodeT5+2025.03 | 82.81 | 405 | |
| WIR-RandomTarget Model=GraphCodeBERT2025.03 | 78.8 | 125 | |
| ALERTTarget Model=GraphCodeBERT2025.03 | 76.87 | 468 | |
| MHMTarget Model=GraphCodeBERT2025.03 | 75.64 | 479 | |
| WIR-RandomTarget Model=CodeT5+2025.03 | 74.43 | 134 | |
| RNNSTarget Model=CodeBERT2025.03 | 73.97 | 479 | |
| WIR-RandomTarget Model=CodeBERT2025.03 | 64.82 | 145 | |
| ALERTTarget Model=CodeBERT2025.03 | 62.35 | 732 | |
| ALERTTarget Model=CodeT5+2025.03 | 62.22 | 784 | |
| MHMTarget Model=CodeBERT2025.03 | 56.48 | 742 |