Negative Concept Suppression on DCS-Bench COCO-derived prompts FLUX (dev)
88.5Suppression Rate (%)Orthogonal Negative Guidance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Orthogonal Negative Guidance2026.05 | 88.5 | 4.49 | 4.51 | |
| CFG2026.05 | 73.5 | 4.18 | 3.71 | |
| Qwen-Image-Edit2026.05 | 72.5 | 4.26 | 4.62 | |
| NAG2026.05 | 72.5 | 4.62 | 4.6 | |
| NASA2026.05 | 69 | 4.14 | 4.11 | |
| Kontext2026.05 | 49.5 | 4.29 | 4.61 | |
| VSF2026.05 | 39.75 | 3.72 | 4.03 | |
| OmniGen22026.05 | 16.25 | 4.59 | 4.63 | |
| FLUX-dev2026.05 | 15.5 | 4.54 | 4.63 | |
| Prompt Negation2026.05 | 4.25 | 4.49 | 4.7 |