Machine Unlearning on MedQA QF=100
91.33Forget AccuracySequential Retrain
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Sequential RetrainQF=1002026.02 | 91.33 | 89.67 | 88 | 0.636 | 0.7287 | |
| Adapter MergingQF=1002026.02 | 91.33 | 88 | 89.34 | 0.636 | 0.7287 | |
| NPOQF=1002026.02 | 90 | 87.67 | 88.33 | 0.637 | 0.7267 | |
| Sequential LoRAQF=1002026.02 | 89.33 | 88.67 | 87 | 0.642 | 0.7167 | |
| OriginQF=1002026.02 | 89.33 | 91 | 87.33 | 0.637 | 0.7267 | |
| GAQF=1002026.02 | 89 | 87 | 89.5 | 0.618 | 0.764 | |
| SBUQF=1002026.02 | 73 | 92.5 | 90.5 | 0.552 | 0.8953 |