Fair Generation on WinoBias Gender (standard)
100Deviation RatioStandard Diffusion Model
Evaluation results
| Method | Links | |
|---|---|---|
| Standard Diffusion ModelAttribute=Nurse2025.03 | 100 | |
| Vector Interpret DiffusionAttribute=Nurse2025.03 | 96 | |
| Standard Diffusion ModelAttribute=CEO2025.03 | 92 | |
| Standard Diffusion ModelAttribute=Doctor2025.03 | 92 | |
| Vector Interpret DiffusionAttribute=Receptionist2025.03 | 88 | |
| Standard Diffusion ModelAttribute=Receptionist2025.03 | 84 | |
| Vector Interpret DiffusionAttribute=Teacher2025.03 | 51 | |
| Unified Concept EditingAttribute=Nurse2025.03 | 39 | |
| Unified Concept EditingAttribute=Receptionist2025.03 | 38 | |
| Standard Diffusion ModelAttribute=Teacher2025.03 | 30 | |
| Unified Concept EditingAttribute=CEO2025.03 | 28 | |
| Unified Concept EditingAttribute=Doctor2025.03 | 20 | |
| Vector Interpret DiffusionAttribute=CEO2025.03 | 15 | |
| Vector Interpret DiffusionAttribute=Doctor2025.03 | 8 | |
| Unified Concept EditingAttribute=Teacher2025.03 | 6 | |
| OursAttribute=Doctor2025.03 | 5 | |
| OursAttribute=CEO2025.03 | 4 | |
| OursAttribute=Nurse2025.03 | 4 | |
| OursAttribute=Receptionist2025.03 | 4 | |
| OursAttribute=Teacher2025.03 | 4 |