Machine Unlearning on Tiny-ImageNet Random forgetting
99.98RARetrain
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Retrain2026.05 | 99.98 | 60.25 | 60.72 | 0 | 64.5 | 169.5 | |
| FT2026.05 | 99.98 | 99.96 | 61.43 | 40.42 | 3.89 | 8.48 | |
| GU2026.05 | 99.98 | 99.98 | 61.72 | 40.73 | 1.42 | 15.29 | |
| l1-sparse2026.05 | 98.86 | 59.66 | 58.16 | 4.27 | 54.54 | 9.11 | |
| ROSU2026.05 | 98.7 | 60.72 | 58.73 | 3.74 | 47.31 | 13.16 | |
| OrthoGrad2026.05 | 98.63 | 65.39 | 52.54 | 14.67 | 41.19 | 15.6 | |
| UAM2026.05 | 97.61 | 69.88 | 56.37 | 16.35 | 46.63 | 11.69 | |
| IU2026.05 | 89.83 | 89.25 | 50.84 | 49.03 | 14.42 | 1.25 | |
| PCGrad2026.05 | 88.39 | 65.44 | 50.93 | 26.57 | 37.2 | 7.96 | |
| NG2026.05 | 0.6 | 0.57 | 0.61 | 219.17 | 66.55 | 8.47 |