Negative Concept Suppression on Combined LLM-generated + COCO-derived
85.25Suppression RateOrthogonal Negative Guidance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Orthogonal Negative GuidanceBase Model=FLUX-schnell2026.05 | 85.25 | 4.67 | 4.39 | |
| Qwen-Image-EditBase Model=FLUX-schnell2026.05 | 71.62 | 4.61 | 4.55 | |
| NASABase Model=FLUX-schnell2026.05 | 66.38 | 4.47 | 4.07 | |
| NAGBase Model=FLUX-schnell2026.05 | 58.25 | 4.83 | 4.45 | |
| KontextBase Model=FLUX-schnell2026.05 | 52.62 | 4.59 | 4.51 | |
| CFGBase Model=FLUX-schnell2026.05 | 31.38 | 4.53 | 2.46 | |
| OmniGen2Base Model=FLUX-schnell2026.05 | 27.38 | 4.84 | 4.45 | |
| VSFBase Model=FLUX-schnell2026.05 | 26.62 | 4.04 | 4.16 | |
| FLUX-schnellBase Model=FLUX-schnell2026.05 | 24.5 | 4.76 | 4.48 | |
| Prompt NegationBase Model=FLUX-schnell2026.05 | 4.12 | 4.74 | 4.51 |