Machine Unlearning on Alpaca 57k (Seen)
96.7Delta ASRRetrain
Evaluation results
| Method | Links | |
|---|---|---|
| RetrainWall-clock (h)=10.01, Efficiency (ASR/h, Seen)=9.662025.12 | 96.7 | |
| RapidUnWall-clock (h)=0.13, Efficiency (ASR/h, Seen)=231.242025.12 | 29 | |
| LoReUnWall-clock (h)=0.11, Efficiency (ASR/h, Seen)=142.042025.12 | 16 | |
| GA UnlearnWall-clock (h)=0.09, Efficiency (ASR/h, Seen)=98.672025.12 | 9 | |
| Fisher UnlearnWall-clock (h)=0.04, Efficiency (ASR/h, Seen)=11.282025.12 | 0.5 | |
| Retain OnlyWall-clock (h)=0.03, Efficiency (ASR/h, Seen)=3.402025.12 | 0.1 |