Machine Unlearning on Howdy-Alpaca
56.9F ScoreRandom Selection
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Random SelectionBackbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_GDR2026.04 | 56.9 | 84.4 | 10.856 | 4 | |
| RASLIK-FBackbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_GDR2026.04 | 29 | 51.1 | 10.66 | 46.6 | |
| BM25Backbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_GDR2026.04 | 28.2 | 46 | 11.181 | 57.3 | |
| RASLIKBackbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_GDR2026.04 | 27.2 | 55.5 | 9.813 | 91.1 | |
| RASLIK-FBackbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_KLR2026.04 | 26.5 | 56.1 | 39.99 | 97.4 | |
| BM25Backbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_KLR2026.04 | 26.3 | 53.8 | 40.234 | 99.4 | |
| Embedding Sim.Backbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_KLR2026.04 | 25.7 | 57.4 | 38.822 | 99 | |
| Random SelectionBackbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_KLR2026.04 | 24.9 | 48.7 | 39.468 | 98.7 | |
| Oracle SamplingBackbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_KLR2026.04 | 24.8 | 52.5 | 38.629 | 98.5 | |
| RASLIKBackbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_KLR2026.04 | 24.6 | 57.2 | 37.573 | 99.4 | |
| Oracle SamplingBackbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_GDR2026.04 | 23.9 | 41.8 | 11.083 | 87.4 | |
| Embedding Sim.Backbone=OLMo-2-1124-7B, Unlearning Algorithm=GA_GDR2026.04 | 23.6 | 48.5 | 10.167 | 63.3 | |
| Random SelectionBackbone=Pythia-2.8B, Unlearning Algorithm=GA_GDR2026.04 | 16.2 | 27.4 | 38.868 | 22.2 | |
| RASLIK-FBackbone=Pythia-2.8B, Unlearning Algorithm=GA_KLR2026.04 | 13.7 | 20.1 | 254.199 | 64.7 | |
| Random SelectionBackbone=Pythia-2.8B, Unlearning Algorithm=GA_KLR2026.04 | 13.5 | 20.2 | 253.495 | 68.3 | |
| BM25Backbone=Pythia-2.8B, Unlearning Algorithm=GA_KLR2026.04 | 13.5 | 20.3 | 253.276 | 37.2 | |
| Embedding Sim.Backbone=Pythia-2.8B, Unlearning Algorithm=GA_KLR2026.04 | 13.3 | 20.4 | 252.63 | 88.1 | |
| Oracle SamplingBackbone=Pythia-2.8B, Unlearning Algorithm=GA_KLR2026.04 | 13.2 | 19.6 | 254.341 | 67.4 | |
| RASLIKBackbone=Pythia-2.8B, Unlearning Algorithm=GA_KLR2026.04 | 11.7 | 18.6 | 253.884 | 88.6 | |
| Oracle SamplingBackbone=Pythia-2.8B, Unlearning Algorithm=GA_GDR2026.04 | 10.3 | 20.7 | 38.081 | 98.2 | |
| Embedding Sim.Backbone=Pythia-2.8B, Unlearning Algorithm=GA_GDR2026.04 | 9.2 | 14.9 | 39.764 | 89.3 | |
| RASLIK-FBackbone=Pythia-2.8B, Unlearning Algorithm=GA_GDR2026.04 | 8.6 | 16.5 | 38.783 | 99.2 | |
| BM25Backbone=Pythia-2.8B, Unlearning Algorithm=GA_GDR2026.04 | 8.5 | 15 | 39.322 | 94 | |
| RASLIKBackbone=Pythia-2.8B, Unlearning Algorithm=GA_GDR2026.04 | 8.4 | 16.6 | 38.622 | 99.2 |