Privacy Leakage and Utility Assessment on Enron Mail
750Retrieved ContextExtraction
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ExtractionModel=Pythia-6.9B2025.08 | 750 | 120 | 117 | 58 | 129 | 39.01 | |
| Summ.Model=Pythia-6.9B2025.08 | 750 | 119 | 115 | 52 | 120 | 27.43 | |
| Dist.Model=Pythia-6.9B2025.08 | 750 | 117 | 113 | 50 | 114 | 25.41 | |
| StaticModel=Pythia-6.9B2025.08 | 750 | 116 | 111 | 48 | 112 | 22.12 | |
| PADModel=Pythia-6.9B2025.08 | 750 | 115 | 110 | 47 | 110 | 20.38 | |
| ExtractionModel=Llama2-7B2025.08 | 750 | 253 | 226 | 130 | 282 | 14.8 | |
| Summ.Model=Llama2-7B2025.08 | 750 | 178 | 170 | 29 | 51 | 7.99 | |
| Dist.Model=Llama2-7B2025.08 | 750 | 168 | 166 | 28 | 47 | 8.49 | |
| StaticModel=Llama2-7B2025.08 | 750 | 165 | 162 | 26 | 45 | 7.1 | |
| PADModel=Llama2-7B2025.08 | 750 | 157 | 158 | 23 | 44 | 6.81 |