Fair Generation on WinoBias Gender-Pro extended
0.07Deviation RatioVector Interpret Diffusion
Evaluation results
| Method | Links | |
|---|---|---|
| Vector Interpret DiffusionAttribute=Teacher2025.03 | 0.07 | |
| Vector Interpret DiffusionAttribute=Doctor2025.03 | 0.1 | |
| OursAttribute=Doctor2025.03 | 0.1 | |
| OursAttribute=CEO2025.03 | 0.13 | |
| OursAttribute=Teacher2025.03 | 0.13 | |
| Unified Concept EditingAttribute=Teacher2025.03 | 0.16 | |
| OursAttribute=Receptionist2025.03 | 0.17 | |
| OursAttribute=Nurse2025.03 | 0.18 | |
| Vector Interpret DiffusionAttribute=CEO2025.03 | 0.21 | |
| Unified Concept EditingAttribute=Doctor2025.03 | 0.32 | |
| Vector Interpret DiffusionAttribute=Nurse2025.03 | 0.43 | |
| Standard Diffusion ModelAttribute=Teacher2025.03 | 0.48 | |
| Standard Diffusion ModelAttribute=Doctor2025.03 | 0.52 | |
| Unified Concept EditingAttribute=CEO2025.03 | 0.58 | |
| Unified Concept EditingAttribute=Nurse2025.03 | 0.84 | |
| Vector Interpret DiffusionAttribute=Receptionist2025.03 | 0.86 | |
| Standard Diffusion ModelAttribute=CEO2025.03 | 0.9 | |
| Unified Concept EditingAttribute=Receptionist2025.03 | 0.96 | |
| Standard Diffusion ModelAttribute=Nurse2025.03 | 0.98 | |
| Standard Diffusion ModelAttribute=Receptionist2025.03 | 0.98 |