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Negative Concept Suppression on COCO derived prompts

86.25Suppression (%)Orthogonal Negative Guidance
1.7523.687545.62567.5625May 28, 2026

Evaluation results

MethodLinks
Orthogonal Negative GuidanceBase Model=FLUX-schnell2026.0586.254.514.26
Qwen-Image-EditBase Model=FLUX-schnell2026.0572.254.44.43
NASABase Model=FLUX-schnell2026.05704.343.94
NAGBase Model=FLUX-schnell2026.0564.254.74.28
KontextBase Model=FLUX-schnell2026.0558.54.354.4
CFGBase Model=FLUX-schnell2026.0537.254.412.44
OmniGen2Base Model=FLUX-schnell2026.0535.54.784.35
FLUX-schnellBase Model=FLUX-schnell2026.0532.254.624.31
VSFBase Model=FLUX-schnell2026.0531.754.214.18
Prompt NegationBase Model=FLUX-schnell2026.0554.64.38