Object Unlearning on UnlearnCanvas (UA, IRA, CRA, Avg. Acc)
94.31Unlearning Accuracy (UA)UCE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UCEExplicit maintenance=true2026.03 | 94.31 | 39.35 | 34.67 | 56.11 | |
| ESDExplicit maintenance=false2026.03 | 92.15 | 55.78 | 44.23 | 64.05 | |
| SalUnExplicit maintenance=true2026.03 | 86.91 | 96.35 | 99.59 | 94.95 | |
| EDiffExplicit maintenance=true2026.03 | 86.67 | 94.03 | 48.48 | 76.39 | |
| SDDExplicit maintenance=false2026.03 | 84.31 | 79.71 | 85.51 | 83.18 | |
| MiM-MUExplicit maintenance=false2026.03 | 81.14 | 91.41 | 96.65 | 89.73 | |
| SHSExplicit maintenance=true2026.03 | 80.73 | 81.15 | 67.99 | 76.63 | |
| SPMExplicit maintenance=true2026.03 | 71.25 | 90.79 | 81.65 | 81.23 | |
| CAExplicit maintenance=true2026.03 | 46.67 | 90.11 | 81.97 | 72.92 | |
| FMNExplicit maintenance=false2026.03 | 45.64 | 90.63 | 73.46 | 69.91 | |
| SEOTExplicit maintenance=true2026.03 | 23.25 | 95.57 | 82.71 | 67.18 |