Text-to-Image Demographic Representation Alignment on Occupational Prompts Average Aggregated
0.007Alignment Error (Variance)Target-Based Prompting
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Target-Based PromptingModel=DALL-E 2, Prompting Strategy=Uniform Target-conditioned2026.04 | 0.007 | 77.3 | |
| Target-Based PromptingModel=SD 1.5, Prompting Strategy=Uniform Target-conditioned2026.04 | 0.012 | 68.6 | |
| Target-Based PromptingModel=SDXL Turbo, Prompting Strategy=Uniform Target-conditioned2026.04 | 0.013 | 91.1 | |
| Baseline PromptingModel=DALL-E 2, Prompting Strategy=Standard2026.04 | 0.029 | — | |
| Target-Based PromptingModel=SD Realistic Vision v5.1, Prompting Strategy=Uniform Target-conditioned2026.04 | 0.03 | 76.7 | |
| Baseline PromptingModel=SD 1.5, Prompting Strategy=Standard2026.04 | 0.039 | — | |
| Baseline PromptingModel=SD Realistic Vision v5.1, Prompting Strategy=Standard2026.04 | 0.129 | — | |
| Baseline PromptingModel=SDXL Turbo, Prompting Strategy=Standard2026.04 | 0.147 | — |