Code-inject detection (malicious code) on BIPIA code-QA
100TPRLCF (Qwen-2.5-14B)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LCF (Qwen-2.5-14B)Backbone=Qwen-2.5-14B, Evaluation Protocol=Five-fold cross-validation, Pairs=100 matched pairs2026.04 | 100 | 81 | 2.18 | 99 | |
| LCF (Gemma-2-9B)Backbone=Gemma-2-9B, Evaluation Protocol=Five-fold cross-validation, Pairs=100 matched pairs2026.04 | 91 | 77 | 1.41 | 95 | |
| LCF (Qwen-2.5-7B)Backbone=Qwen-2.5-7B, Evaluation Protocol=Five-fold cross-validation, Pairs=100 matched pairs2026.04 | 88 | 75 | 1.64 | 95 | |
| LCF (Llama-3-8B)Backbone=Llama-3-8B, Evaluation Protocol=Five-fold cross-validation, Pairs=100 matched pairs2026.04 | 43 | 26 | 0.86 | 83 |