Private Entity Removal on Wikipedia
100Removal RateAbstraction
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Abstraction2025.04 | 100 | 1.35 | |
| NER2025.04 | 99.8 | 1.26 | |
| Eraser4RAG2025.04 | 93.7 | 1.23 | |
| GPT-4o2025.04 | 84.7 | 1.21 | |
| IncogniText2025.04 | 80.4 | 1.25 | |
| DP-KSAepsilon (ε)=12025.04 | 74 | 234.06 | |
| Anonymizer2025.04 | 71.6 | 1.29 | |
| DP-KSAepsilon (ε)=32025.04 | 70 | 286.57 | |
| DP-KSAepsilon (ε)=52025.04 | 66.7 | 188.48 |