Concept Erasure on NLP Concept Erasure DY ≤ 3pp
0LeakageMANCE++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MANCE++2026.07 | 0 | 32 | |
| MANCE+2026.07 | 1 | 25 | |
| MANCE2026.07 | 2 | 20 | |
| Obliviator2026.07 | 4 | 13 | |
| LEACE+CovMatch2026.07 | 8.9 | 16 | |
| IGBP2026.07 | 9.4 | 4 | |
| AmbCE++2026.07 | 9.8 | 11 | |
| INLP2026.07 | 13.8 | 7 | |
| LEACE2026.07 | 18.6 | 5 |