Language Modeling on BERT Language Modeling dep non-masked (test)
94.12AccuracyVanilla
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VanillaIntervention=None2025.06 | 94.12 | — | |
| Rand. Mean ProjectionIntervention=Random, Technique=Mean Projection2025.06 | 93.98 | — | |
| Rand. LEACEIntervention=Random, Technique=LEACE2025.06 | 93.71 | — | |
| Amnesic LEACEIntervention=Amnesic, Technique=LEACE2025.06 | 86.82 | 0.34 | |
| Amnesic Mean ProjectionIntervention=Amnesic, Technique=Mean Projection2025.06 | 79.49 | 0.89 | |
| Rand. INLP (Elazar)Intervention=Random, Technique=INLP, Source=Elazar et al. (2021)2025.06 | 12.31 | 8.11 | |
| Amnesic INLP (repr)Intervention=Amnesic, Technique=INLP, Source=Reproduced2025.06 | 8.74 | 7.97 | |
| Amnesic INLP (Elazar)Intervention=Amnesic, Technique=INLP, Source=Elazar et al. (2021)2025.06 | 7.05 | 8.53 | |
| Rand. INLP (repr)Intervention=Random, Technique=INLP, Source=Reproduced2025.06 | 4.67 | — |