Utility Preservation on COCO-10K (val)
16.93FIDPAIR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PAIRParams. (%)=0.052026.02 | 16.93 | 25.1 | |
| RECEParams. (%)=2.232026.02 | 17.52 | 26 | |
| SDParams. (%)=-2026.02 | 17.56 | 26.48 | |
| SPMParams. (%)=0.052026.02 | 18.15 | 26.35 | |
| ESDParams. (%)=94.652026.02 | 18.65 | 25.32 | |
| Co-ErasingParams. (%)=100.002026.02 | 21.94 | 25.4 | |
| AGEParams. (%)=94.652026.02 | 24.01 | 25.2 | |
| Z-Image Turbo2026.03 | 26.33 | 31.47 | |
| Z-Erase2026.03 | 26.46 | 31.25 | |
| EraseAnything2026.03 | 26.63 | 31.1 | |
| Meta-Unlearning2026.03 | 26.91 | 30.83 | |
| Minimalist CE2026.03 | 27.23 | 30.16 | |
| EAP2026.03 | 27.32 | 30.71 | |
| MACE2026.03 | 28.75 | 30.48 | |
| AC (Model-Based)2026.03 | 29.3 | 29.05 | |
| AC (Noise-Based)2026.03 | 30.07 | 28.16 | |
| ESD-x2026.03 | 31.44 | 27.65 | |
| ESD-u2026.03 | 31.96 | 27.13 | |
| DiT Localization2026.03 | 32.65 | 27.12 | |
| UCE2026.03 | 38.38 | 21.66 |