Negative Concept Suppression on LLM-generated prompts
84.25Suppression Rate (%)Orthogonal Negative Guidance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Orthogonal Negative GuidanceBase Model=FLUX-schnell2026.05 | 84.25 | 4.83 | 4.53 | |
| Qwen-Image-EditBase Model=FLUX-schnell2026.05 | 71 | 4.81 | 4.66 | |
| NASABase Model=FLUX-schnell2026.05 | 62.75 | 4.59 | 4.2 | |
| NAGBase Model=FLUX-schnell2026.05 | 52.25 | 4.95 | 4.62 | |
| KontextBase Model=FLUX-schnell2026.05 | 46.75 | 4.83 | 4.63 | |
| CFGBase Model=FLUX-schnell2026.05 | 25.5 | 4.65 | 2.48 | |
| VSFBase Model=FLUX-schnell2026.05 | 21.5 | 3.87 | 4.13 | |
| OmniGen2Base Model=FLUX-schnell2026.05 | 19.25 | 4.9 | 4.55 | |
| FLUX-schnellBase Model=FLUX-schnell2026.05 | 16.75 | 4.9 | 4.66 | |
| Prompt NegationBase Model=FLUX-schnell2026.05 | 3.25 | 4.87 | 4.65 |