Object Unlearning on Object Unlearning (UA, IRA, CRA)
95.36Unlearning Accuracy (UA)SurgUn
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SurgUnBackbone=SD v1.52026.03 | 95.36 | 93.16 | 95.24 | |
| UCE2026.03 | 94.31 | 39.35 | 34.67 | |
| SurgUnBackbone=SANA2026.03 | 93.47 | 91.24 | 84.22 | |
| ESD2026.03 | 92.15 | 55.78 | 44.23 | |
| SurgUnBackbone=SDXL2026.03 | 92 | 88.28 | 82.5 | |
| SalUn2026.03 | 86.91 | 96.35 | 99.59 | |
| EDiff2026.03 | 86.67 | 94.03 | 48.48 | |
| SHS2026.03 | 80.73 | 81.15 | 67.99 | |
| SAeUron2026.03 | 78.82 | 95.47 | 95.58 | |
| SPM2026.03 | 71.25 | 90.79 | 81.65 | |
| CA2026.03 | 46.67 | 90.11 | 81.97 | |
| FMN2026.03 | 45.64 | 90.63 | 73.46 | |
| SEOT2026.03 | 23.25 | 95.57 | 82.71 |