Machine Unlearning on General Knowledge (GEK)
85AccuracyIHL + CE
Evaluation results
| Method | Links | |
|---|---|---|
| IHL + CETraining Protocol=Adapters, Training Data Volume Parity=True2025.10 | 85 | |
| IHL + KLTraining Protocol=Adapters, Training Data Volume Parity=True2025.10 | 83 | |
| ASTraining Protocol=Adapters, Training Data Volume Parity=True2025.10 | 79 | |
| IHLTraining Protocol=Adapters, Training Data Volume Parity=True2025.10 | 56 | |
| ULDTraining Protocol=Adapters, Training Data Volume Parity=True2025.10 | 53 | |
| GA + CETraining Protocol=Adapters, Training Data Volume Parity=True2025.10 | 44 | |
| NPO + CETraining Protocol=Adapters, Training Data Volume Parity=True2025.10 | 41 | |
| NPOTraining Protocol=Adapters, Training Data Volume Parity=True2025.10 | 28 | |
| NPO + KLTraining Protocol=Adapters, Training Data Volume Parity=True2025.10 | 25 | |
| GA + KLTraining Protocol=Adapters, Training Data Volume Parity=True2025.10 | 22 | |
| GATraining Protocol=Adapters, Training Data Volume Parity=True2025.10 | 15 |