Targeted Poisoning (Transfer) on TruthfulQA Two options -> Four options
57Benign F1NSP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NSPModel=Qwen2.5-7B2025.05 | 57 | 57 | 54.06 | 54 | 55.53 | 55.5 | |
| PARASITEModel=Qwen2.5-7B2025.05 | 56.45 | 56.38 | 70.75 | 70.34 | 63.6 | 63.36 | |
| AAPModel=Qwen2.5-7B2025.05 | 55.61 | 55.59 | 36.55 | 36 | 46.08 | 45.8 | |
| ManualModel=Qwen2.5-7B2025.05 | 49.67 | 49.67 | 44.94 | 44.73 | 47.3 | 47.2 | |
| AAPModel=Deepseek-7B2025.05 | 32.14 | 25.75 | 35.45 | 30.18 | 33.8 | 27.96 | |
| PARASITEModel=Deepseek-7B2025.05 | 31.73 | 28.69 | 43.92 | 43 | 37.83 | 35.84 | |
| NSPModel=Deepseek-7B2025.05 | 28.24 | 26 | 25.13 | 24.36 | 26.68 | 25.18 | |
| ManualModel=Deepseek-7B2025.05 | 16.83 | 16 | 34.85 | 34.73 | 25.84 | 25.36 | |
| ECLIPSEModel=Deepseek-7B2025.05 | 14.09 | 1.45 | 14.51 | 1.3 | 14.3 | 1.38 | |
| ECLIPSEModel=Qwen2.5-7B2025.05 | 13.42 | 2.37 | 14.58 | 2.55 | 14 | 2.46 |