PII Extraction (Phone Numbers) on TREC (train)
981Unique PII CountPrivate Investigator + UniLeak
Evaluation Results
| Method | Links | |
|---|---|---|
| Private Investigator + UniLeakModel=Llama3-8B2026.02 | 981 | |
| Private InvestigatorModel=Llama3-8B2026.02 | 901 | |
| BOS + UniLeakModel=Llama3-8B2026.02 | 396 | |
| BOSModel=Llama3-8B2026.02 | 264 | |
| Private Investigator + UniLeakModel=Phi-2B2026.02 | 156 | |
| Private InvestigatorModel=Phi-2B2026.02 | 153 | |
| Lukas et al. (2023)Model=Phi-2B2026.02 | 147 | |
| BOS + UniLeakModel=Phi-2B2026.02 | 144 | |
| BOSModel=Phi-2B2026.02 | 143 | |
| Private Investigator + UniLeakModel=GPT-Neo2026.02 | 140 | |
| Private InvestigatorModel=GPT-Neo2026.02 | 137 | |
| BOSModel=GPT-Neo2026.02 | 135 | |
| BOS + UniLeakModel=GPT-Neo2026.02 | 133 | |
| Lukas et al. (2023)Model=GPT-Neo2026.02 | 115 |