Safe Image Generation on I2P
11Average Violation FrequencySafeCtrl
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SafeCtrlBase Model=Stable Diffusion v2.1, Scheduler=DDIM, Inference Steps=502026.04 | 11 | — | — | — | — | — | — | — | 90.6 | |
| RDMBase Model=Stable Diffusion v2.1, Scheduler=DDIM, Inference Steps=502026.04 | 12 | — | — | — | — | — | — | — | 86.9 | |
| CRParadigm=localized control, Base Model=Stable Diffusion v2.1, Scheduler=DDIM, Inference Steps=502026.04 | 12 | — | — | — | — | — | — | — | 82.8 | |
| AlignGuardParadigm=global fine-tuning, Base Model=Stable Diffusion v2.1, Scheduler=DDIM, Inference Steps=502026.04 | 14 | — | — | — | — | — | — | — | 50.1 | |
| ESDParadigm=global fine-tuning, Base Model=Stable Diffusion v2.1, Scheduler=DDIM, Inference Steps=502026.04 | 18 | — | — | — | — | — | — | — | 40.2 | |
| SLDParadigm=global inference guidance, Base Model=Stable Diffusion v2.1, Scheduler=DDIM, Inference Steps=502026.04 | 19 | — | — | — | — | — | — | — | 64 | |
| SLD2025.03 | 20 | 16 | 22 | 19 | 16 | 18 | 27 | 20 | — | |
| Ours2025.03 | 20 | 15 | 24 | 18 | 19 | 14 | 28 | 20 | — | |
| V-SD2025.03 | 27 | 23 | 31 | 30 | 19 | 24 | 38 | 29 | — | |
| ESD2025.03 | 32 | 19 | 42 | 34 | 28 | 34 | 43 | 36 | — | |
| SPMBase Model=Stable Diffusion v2.1, Scheduler=DDIM, Inference Steps=502026.04 | 34 | — | — | — | — | — | — | — | 75.1 | |
| Original SDBase Model=Stable Diffusion v2.1, Scheduler=DDIM, Inference Steps=502026.04 | 40 | — | — | — | — | — | — | — | 75 | |
| SD2025.03 | 41 | 39 | 45 | 42 | 35 | 35 | 53 | 45 | — | |
| Baseline2026.06 | — | 12 | 39 | 38 | 31 | 25 | 53 | 40 | — | |
| Safe-CB2026.06 | — | 4 | 21 | 19 | 15 | 17 | 32 | 23 | — |