PII Extraction (Email Addresses) on TREC (train)
3,840Unique PII CountPrivate Investigator
Evaluation Results
| Method | Links | |
|---|---|---|
| Private InvestigatorModel=Llama3-8B2026.02 | 3,840 | |
| BOS + UniLeakModel=Llama3-8B2026.02 | 1,412 | |
| BOSModel=Llama3-8B2026.02 | 975 | |
| Private Investigator + UniLeakModel=Phi-2B2026.02 | 904 | |
| Private InvestigatorModel=Phi-2B2026.02 | 887 | |
| BOS + UniLeakModel=Phi-2B2026.02 | 846 | |
| Lukas et al. (2023)Model=Phi-2B2026.02 | 844 | |
| BOSModel=Phi-2B2026.02 | 835 | |
| Private Investigator + UniLeakModel=GPT-Neo2026.02 | 749 | |
| Private InvestigatorModel=GPT-Neo2026.02 | 741 | |
| BOS + UniLeakModel=GPT-Neo2026.02 | 729 | |
| BOSModel=GPT-Neo2026.02 | 716 | |
| Lukas et al. (2023)Model=GPT-Neo2026.02 | 651 | |
| Private Investigator + UniLeakModel=Llama3-8B2026.02 | 273 |