Utility Preservation on COCO
0.316CLIP ScoreCA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CAWeight Modification=true, Training based=true2026.02 | 0.316 | 9.03 | |
| SD1.42026.02 | 0.315 | — | |
| ESDWeight Modification=true, Training based=true2026.02 | 0.313 | 3.91 | |
| SAFREEWeight Modification=false, Training based=false2026.02 | 0.312 | 6.77 | |
| SHSWeight Modification=true, Training based=true2026.02 | 0.309 | 10.76 | |
| EdiffWeight Modification=true, Training based=true2026.02 | 0.307 | 8.38 | |
| UCEWeight Modification=true, Training based=false2026.02 | 0.306 | 9.77 | |
| HiRM-SWeight Modification=true, Training based=true2026.02 | 0.306 | 6.75 | |
| TraSCEWeight Modification=false, Training based=false2026.02 | 0.305 | 10.39 | |
| HiRM-RWeight Modification=true, Training based=true2026.02 | 0.304 | 8.05 | |
| MACEWeight Modification=true, Training based=true2026.02 | 0.293 | 12.32 | |
| SALUNWeight Modification=true, Training based=true2026.02 | 0.293 | 11.33 | |
| Diff-QWeight Modification=true, Training based=false2026.02 | 0.289 | 6.96 | |
| RECEWeight Modification=true, Training based=false2026.02 | 0.277 | 29.65 |