Language Modeling on BERT Language Modeling f-pos non-masked (test)
0.9412AccuracyVanilla
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VanillaIntervention=None2025.06 | 0.9412 | — | |
| Rand. LEACEIntervention=Random, Technique=LEACE2025.06 | 0.9401 | — | |
| Rand. Mean ProjectionIntervention=Random, Technique=Mean Projection2025.06 | 0.9385 | — | |
| Amnesic LEACEIntervention=Amnesic, Technique=LEACE2025.06 | 0.7096 | 1.06 | |
| Amnesic Mean ProjectionIntervention=Amnesic, Technique=Mean Projection2025.06 | 0.6539 | 1.63 | |
| Rand. INLP (Elazar)Intervention=Random, Technique=INLP, Source=Elazar et al. (2021)2025.06 | 0.5647 | 4.61 | |
| Amnesic INLP (repr)Intervention=Amnesic, Technique=INLP, Source=Reproduced2025.06 | 0.146 | 6.08 | |
| Amnesic INLP (Elazar)Intervention=Amnesic, Technique=INLP, Source=Elazar et al. (2021)2025.06 | 0.1231 | 7.63 | |
| Rand. INLP (repr)Intervention=Random, Technique=INLP, Source=Reproduced2025.06 | 0.0486 | — |