Text-to-Image Demographic Representation Alignment on Occupational Prompts Moderate-Status
0.0029Alignment Error (Variance)Target-Based Prompting
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Target-Based PromptingModel=DALL-E 2, Prompting Strategy=Uniform Target-conditioned2026.04 | 0.0029 | 64.2 | |
| Target-Based PromptingModel=SDXL Turbo, Prompting Strategy=Uniform Target-conditioned2026.04 | 0.02 | 81.5 | |
| Target-Based PromptingModel=SD 1.5, Prompting Strategy=Uniform Target-conditioned2026.04 | 0.02 | 51.8 | |
| Baseline PromptingModel=DALL-E 2, Prompting Strategy=Standard2026.04 | 0.0265 | — | |
| Target-Based PromptingModel=SD Realistic Vision v5.1, Prompting Strategy=Uniform Target-conditioned2026.04 | 0.027 | 77.9 | |
| Baseline PromptingModel=SD 1.5, Prompting Strategy=Standard2026.04 | 0.041 | — | |
| Baseline PromptingModel=SDXL Turbo, Prompting Strategy=Standard2026.04 | 0.11 | — | |
| Baseline PromptingModel=SD Realistic Vision v5.1, Prompting Strategy=Standard2026.04 | 0.122 | — |