Image Generation on MSCOCO
26.33CLIP ScoreOCE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OCEAdversarial Training=false2026.05 | 26.33 | 38.31 | |
| SD v1.42026.05 | 26.32 | — | |
| CPE2026.05 | 26.32 | 48.23 | |
| SPEEDAdversarial Attack/Training=false2026.05 | 26.29 | 37.82 | |
| UCE2026.05 | 26.24 | 38.6 | |
| OCEAdversarial Training=true2026.05 | 26.1 | 39.73 | |
| SPEEDAdversarial Attack/Training=true2026.05 | 26.03 | 39.51 | |
| RECE2026.05 | 25.98 | 40.37 | |
| Receler2026.05 | 25.93 | 40.29 | |
| FLUXBase Model=FLUX.1 dev2026.05 | 25.64 | — | |
| UCEBase Model=FLUX.1 dev2026.05 | 25.63 | 30.41 | |
| OCEBase Model=FLUX.1 dev2026.05 | 25.55 | 26.29 | |
| RACE2026.05 | 25.54 | 42.73 | |
| STEREO2026.05 | 25.33 | 47.1 | |
| EraseFlow2026.05 | 25.11 | 42.33 | |
| ESDBase Model=FLUX.1 dev2026.05 | 24.97 | 55.43 | |
| EraseFlowBase Model=FLUX.1 dev2026.05 | 24.72 | 40.64 | |
| MACE2026.05 | 24.06 | 52.78 | |
| AdvUnlearn2026.05 | 24.05 | 57.22 |