Safe Text-to-Image Generation on P4D
98.7ASRSD-v1.4
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SD-v1.42025.12 | 98.7 | — | — | |
| SLD-MediumNo Weights Modification=true, Training-Free=true, Risk-D Ability=false2025.12 | 93.4 | — | — | |
| SDIDNo Weights Modification=false, Training-Free=false, Risk-D Ability=false2025.12 | 93.3 | — | — | |
| CANo Weights Modification=false, Training-Free=false, Risk-D Ability=false2025.12 | 92.7 | — | — | |
| SLD-StrongNo Weights Modification=true, Training-Free=true, Risk-D Ability=false2025.12 | 86.1 | — | — | |
| ESDNo Weights Modification=false, Training-Free=false, Risk-D Ability=false2025.12 | 75 | — | — | |
| SLD-MaxNo Weights Modification=true, Training-Free=true, Risk-D Ability=false2025.12 | 74.2 | — | — | |
| UCENo Weights Modification=false, Training-Free=true, Risk-D Ability=false2025.12 | 66.7 | — | — | |
| SANo Weights Modification=false, Training-Free=false, Risk-D Ability=false2025.12 | 62.3 | — | — | |
| SAFREENo Weights Modification=true, Training-Free=true, Risk-D Ability=false2025.12 | 41.2 | — | — | |
| RECENo Weights Modification=false, Training-Free=true, Risk-D Ability=false2025.12 | 38.1 | — | — | |
| PurifyGenNo Weights Modification=true, Training-Free=true, Risk-D Ability=true2025.12 | 37.7 | — | — | |
| MACENo Weights Modification=false, Training-Free=false, Risk-D Ability=false2025.12 | 14.6 | — | — | |
| DTVI2026.03 | — | — | 86.73 | |
| ESD2026.03 | — | — | 7.14 | |
| FluxBackbone=Flux.1-Schnell2025.12 | — | 27.15 | — | |
| Ours-FluxBackbone=Flux.1-Schnell, Negative Feature Steering=applied at feature index 4390 on timesteps 1, 2, and 32025.12 | — | 3.31 | — | |
| SafeGen2026.03 | — | — | 29.82 | |
| SafeRedir2026.03 | — | — | 93.04 | |
| SLD-MAXHyperparameter setting=MAX2026.03 | — | — | 52.25 | |
| UCE2026.03 | — | — | -4.35 |