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Text-to-image concept steering on 167 held-out concepts (test)

83.1Stage 1 Input Fidelity (VLM)Prompting
69.5873.0976.680.11May 7, 2026

Evaluation results

MethodLinks
PromptingModel=DMD22026.0583.157.730.529.7
PromptingModel=Nitro-1-PixArt2026.0582.751.73729.6
HyperTransportModel=Nitro-1-PixArt2026.0571.139.96370.4
HyperTransportModel=DMD22026.0570.143.769.570.3