LLM Unlearning on Virtual-Alpaca
44Forget RateRandom Selection
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Random SelectionBase Model=Pythia-2.8B, Unlearning Objective=GA_GDR2026.04 | 44 | 50.6 | 54.346 | |
| Embedding Sim.Base Model=Pythia-2.8B, Unlearning Objective=GA_GDR2026.04 | 42.1 | 48.5 | 56.388 | |
| BM25Base Model=Pythia-2.8B, Unlearning Objective=GA_GDR2026.04 | 41.9 | 48.1 | 56.762 | |
| Oracle SamplingBase Model=OLMo-2-1124-7B, Unlearning Objective=GA_GDR2026.04 | 20.1 | 29.9 | 87.546 | |
| RASLIK-FBase Model=OLMo-2-1124-7B, Unlearning Objective=GA_GDR2026.04 | 19.9 | 29.9 | 87.333 | |
| Embedding Sim.Base Model=OLMo-2-1124-7B, Unlearning Objective=GA_GDR2026.04 | 19.3 | 28.2 | 88.102 | |
| BM25Base Model=OLMo-2-1124-7B, Unlearning Objective=GA_GDR2026.04 | 18.8 | 26.3 | 89.38 | |
| BM25Base Model=Pythia-2.8B, Unlearning Objective=GA_KLR2026.04 | 18.6 | 17.9 | 30.189 | |
| RASLIKBase Model=OLMo-2-1124-7B, Unlearning Objective=GA_GDR2026.04 | 17.6 | 27.2 | 87.166 | |
| Random SelectionBase Model=OLMo-2-1124-7B, Unlearning Objective=GA_GDR2026.04 | 17.4 | 26.4 | 87.59 | |
| RASLIKBase Model=Pythia-2.8B, Unlearning Objective=GA_KLR2026.04 | 16 | 24.7 | 27.67 | |
| RASLIK-FBase Model=Pythia-2.8B, Unlearning Objective=GA_GDR2026.04 | 15.3 | 47 | 56.314 | |
| BM25Base Model=OLMo-2-1124-7B, Unlearning Objective=GA_KLR2026.04 | 15 | 26 | 92.34 | |
| RASLIK-FBase Model=OLMo-2-1124-7B, Unlearning Objective=GA_KLR2026.04 | 15 | 27.7 | 90.937 | |
| Random SelectionBase Model=OLMo-2-1124-7B, Unlearning Objective=GA_KLR2026.04 | 14.9 | 25 | 92.907 | |
| Oracle SamplingBase Model=OLMo-2-1124-7B, Unlearning Objective=GA_KLR2026.04 | 14.9 | 25.7 | 92.417 | |
| Embedding Sim.Base Model=OLMo-2-1124-7B, Unlearning Objective=GA_KLR2026.04 | 14.5 | 24 | 93.062 | |
| RASLIK-FBase Model=Pythia-2.8B, Unlearning Objective=GA_KLR2026.04 | 14.1 | 20.4 | 29.15 | |
| RASLIKBase Model=OLMo-2-1124-7B, Unlearning Objective=GA_KLR2026.04 | 13.9 | 25.1 | 90.915 | |
| Oracle SamplingBase Model=Pythia-2.8B, Unlearning Objective=GA_KLR2026.04 | 13.8 | 22.9 | 28.243 | |
| Embedding Sim.Base Model=Pythia-2.8B, Unlearning Objective=GA_KLR2026.04 | 13.4 | 18 | 30.04 | |
| Random SelectionBase Model=Pythia-2.8B, Unlearning Objective=GA_KLR2026.04 | 13.1 | 22.1 | 28.514 | |
| RASLIKBase Model=Pythia-2.8B, Unlearning Objective=GA_GDR2026.04 | 9.8 | 47.6 | 55.458 | |
| Oracle SamplingBase Model=Pythia-2.8B, Unlearning Objective=GA_GDR2026.04 | 8 | 46.8 | 56.113 |