Subset Identification on CIFAR-10 (F1 score)
100F1 ScoreSDE
Evaluation Results
| Method | Links | |
|---|---|---|
| SDEUnlearning ratio (R)=20%, Subset size (|S|)=20002026.02 | 100 | |
| WassersteinUnlearning ratio (R)=20%, Subset size (|S|)=20002026.02 | 99 | |
| SDEUnlearning ratio (R)=5%, Subset size (|S|)=20002026.02 | 99 | |
| WassersteinUnlearning ratio (R)=10%, Subset size (|S|)=20002026.02 | 98 | |
| SDEUnlearning ratio (R)=5%, Subset size (|S|)=10002026.02 | 97 | |
| SDEUnlearning ratio (R)=10%, Subset size (|S|)=20002026.02 | 97 | |
| SDEUnlearning ratio (R)=20%, Subset size (|S|)=10002026.02 | 96 | |
| SDEUnlearning ratio (R)=10%, Subset size (|S|)=10002026.02 | 95 | |
| WassersteinUnlearning ratio (R)=5%, Subset size (|S|)=20002026.02 | 94 | |
| MMDUnlearning ratio (R)=20%, Subset size (|S|)=20002026.02 | 89 | |
| WassersteinUnlearning ratio (R)=10%, Subset size (|S|)=10002026.02 | 89 | |
| SDEUnlearning ratio (R)=10%, Subset size (|S|)=4002026.02 | 88 | |
| MMDUnlearning ratio (R)=5%, Subset size (|S|)=20002026.02 | 87 | |
| MMDUnlearning ratio (R)=10%, Subset size (|S|)=20002026.02 | 87 | |
| WassersteinUnlearning ratio (R)=20%, Subset size (|S|)=10002026.02 | 87 | |
| SDEUnlearning ratio (R)=5%, Subset size (|S|)=4002026.02 | 87 | |
| SDEUnlearning ratio (R)=20%, Subset size (|S|)=4002026.02 | 86 | |
| WassersteinUnlearning ratio (R)=5%, Subset size (|S|)=10002026.02 | 77 | |
| MMDUnlearning ratio (R)=20%, Subset size (|S|)=10002026.02 | 72 | |
| WassersteinUnlearning ratio (R)=20%, Subset size (|S|)=4002026.02 | 72 | |
| MMDUnlearning ratio (R)=10%, Subset size (|S|)=10002026.02 | 70 | |
| WassersteinUnlearning ratio (R)=5%, Subset size (|S|)=4002026.02 | 70 | |
| MMDUnlearning ratio (R)=5%, Subset size (|S|)=10002026.02 | 65 | |
| MMDUnlearning ratio (R)=5%, Subset size (|S|)=4002026.02 | 63 | |
| MMDUnlearning ratio (R)=20%, Subset size (|S|)=4002026.02 | 63 | |
| WassersteinUnlearning ratio (R)=10%, Subset size (|S|)=4002026.02 | 52 | |
| MMDUnlearning ratio (R)=10%, Subset size (|S|)=4002026.02 | 45 |