Concept Erasure on NLP Concept Erasure DY ≤ 1pp
1.4LeakageMANCE+
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MANCE+2026.07 | 1.4 | 23 | |
| MANCE++2026.07 | 1.6 | 19 | |
| Obliviator2026.07 | 4.3 | 13 | |
| MANCE2026.07 | 5.3 | 13 | |
| AmbCE++2026.07 | 5.7 | 7 | |
| IGBP2026.07 | 9.5 | 4 | |
| LEACE+CovMatch2026.07 | 9.6 | 12 | |
| INLP2026.07 | 14.1 | 7 | |
| LEACE2026.07 | 18.3 | 5 |