PII Extraction (Personal Names) on TREC (train)
8,071Unique PII Items ExtractedPrivate Investigator
Evaluation Results
| Method | Links | |
|---|---|---|
| Private InvestigatorModel=Llama3-8B2026.02 | 8,071 | |
| Private Investigator + UniLeakModel=Llama3-8B2026.02 | 7,419 | |
| BOS + UniLeakModel=Llama3-8B2026.02 | 5,905 | |
| BOS + UniLeakModel=Phi-2B2026.02 | 4,447 | |
| Private InvestigatorModel=Phi-2B2026.02 | 4,400 | |
| Private InvestigatorModel=GPT-Neo2026.02 | 4,399 | |
| BOSModel=Phi-2B2026.02 | 4,345 | |
| BOS + UniLeakModel=GPT-Neo2026.02 | 4,293 | |
| Private Investigator + UniLeakModel=GPT-Neo2026.02 | 4,193 | |
| Private Investigator + UniLeakModel=Phi-2B2026.02 | 4,161 | |
| BOSModel=GPT-Neo2026.02 | 4,017 | |
| Lukas et al. (2023)Model=Phi-2B2026.02 | 4,005 | |
| Lukas et al. (2023)Model=GPT-Neo2026.02 | 3,387 | |
| BOSModel=Llama3-8B2026.02 | 2,019 |