Text-to-Image Generation on bias-prone prompts (Race)
65.6FairnessFairFlow
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FairFlowBase Model=Stable Diffusion 32026.07 | 65.6 | 0.703 | 0.736 | 0.789 | |
| FairFlowBase Model=FLUX.1-dev2026.07 | 48.9 | 0.703 | 0.728 | 0.654 | |
| FairDiffusionBase Model=Stable Diffusion 32026.07 | 46.8 | 0.578 | 0.475 | 0.567 | |
| FairDiffusionBase Model=FLUX.1-dev2026.07 | 46.4 | 0.683 | 0.742 | 0.631 | |
| WeakGuidanceBase Model=FLUX.1-dev2026.07 | 25.4 | 0.677 | 0.735 | 0.403 | |
| BiasNeuronBase Model=FLUX.1-dev2026.07 | 24.5 | 0.67 | 0.726 | 0.391 | |
| FairImagenBase Model=FLUX.1-dev2026.07 | 22.4 | 0.705 | 0.727 | 0.365 | |
| FairImagenBase Model=Stable Diffusion 32026.07 | 21.8 | 0.686 | 0.717 | 0.356 | |
| VanillaBase Model=Stable Diffusion 32026.07 | 17.6 | 0.707 | 0.749 | 0.299 | |
| WeakGuidanceBase Model=Stable Diffusion 32026.07 | 17.4 | 0.701 | 0.747 | 0.296 | |
| VanillaBase Model=FLUX.1-dev2026.07 | 16.4 | 0.712 | 0.735 | 0.282 | |
| BiasNeuronBase Model=Stable Diffusion 32026.07 | 16 | 0.709 | 0.738 | 0.276 |