Code-inject detection (malicious code) on BIPIA email
100TPRLCF (Llama-3-8B)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LCF (Llama-3-8B)Backbone=Llama-3-8B, Evaluation Protocol=Five-fold cross-validation, Pairs=100 matched pairs2026.04 | 100 | 85 | 2.83 | 100 | |
| LCF (Qwen-2.5-7B)Backbone=Qwen-2.5-7B, Evaluation Protocol=Five-fold cross-validation, Pairs=100 matched pairs2026.04 | 100 | 86 | 2.68 | 99 | |
| LCF (Gemma-2-9B)Backbone=Gemma-2-9B, Evaluation Protocol=Five-fold cross-validation, Pairs=100 matched pairs2026.04 | 100 | 86 | 3.46 | 99 | |
| LCF (Qwen-2.5-14B)Backbone=Qwen-2.5-14B, Evaluation Protocol=Five-fold cross-validation, Pairs=100 matched pairs2026.04 | 100 | 85 | 2.5 | 100 |