Machine Unlearning on UCI Adult
89.33AccuracyORTR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ORTRDeletion strategy=Random2026.02 | 89.33 | 0 | 0 | |
| ORTRDeletion strategy=Class-specific2026.02 | 88.29 | 0 | 0 | |
| ORTRDeletion strategy=Adversarial2026.02 | 87.27 | 0 | 0 | |
| SRAGUDeletion strategy=Random2026.02 | 85.25 | 0.108 | 0.087 | |
| SRAGUDeletion strategy=Class-specific2026.02 | 85.19 | 0.128 | 0.104 | |
| SRAGUDeletion strategy=Adversarial2026.02 | 85.14 | 0.149 | 0.119 | |
| AGUDeletion strategy=Random2026.02 | 84.91 | 0.167 | 0.134 | |
| AGUDeletion strategy=Class-specific2026.02 | 84.67 | 0.221 | 0.178 | |
| AGUDeletion strategy=Adversarial2026.02 | 84.51 | 0.289 | 0.234 | |
| SalUnDeletion strategy=Random2026.02 | 84.48 | 0.189 | 0.154 | |
| Boundary (Bound)Deletion strategy=Random2026.02 | 84.39 | 0.201 | 0.163 | |
| SCRUBDeletion strategy=Random2026.02 | 84.34 | 0.212 | 0.171 | |
| SalUnDeletion strategy=Class-specific2026.02 | 84.25 | 0.245 | 0.198 | |
| AmnesiacML (Amn)Deletion strategy=Random2026.02 | 84.21 | 0.231 | 0.187 | |
| Boundary (Bound)Deletion strategy=Class-specific2026.02 | 84.15 | 0.267 | 0.212 | |
| SISADeletion strategy=Random2026.02 | 84.12 | 0.245 | 0.198 | |
| SCRUBDeletion strategy=Class-specific2026.02 | 84.11 | 0.278 | 0.223 | |
| SalUnDeletion strategy=Adversarial2026.02 | 84.01 | 0.312 | 0.254 | |
| AmnesiacML (Amn)Deletion strategy=Class-specific2026.02 | 83.97 | 0.298 | 0.241 | |
| Boundary (Bound)Deletion strategy=Adversarial2026.02 | 83.91 | 0.334 | 0.267 | |
| SISADeletion strategy=Class-specific2026.02 | 83.89 | 0.312 | 0.254 | |
| SCRUBDeletion strategy=Adversarial2026.02 | 83.87 | 0.345 | 0.278 | |
| AmnesiacML (Amn)Deletion strategy=Adversarial2026.02 | 83.72 | 0.367 | 0.298 | |
| SISADeletion strategy=Adversarial2026.02 | 83.65 | 0.389 | 0.312 |