Image Classification on BFFHQ 5.0% bias-conflict ratio
82.73BC ScoreBiasEdit
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BiasEdit2026.05 | 82.73 | 98.2 | 90.47 | 85.6 | 98 | |
| SoftCon2026.05 | 78.8 | 99.4 | 89.1 | 83.8 | 98.6 | |
| Vanilla2026.05 | 76.88 | 99.16 | 88.02 | 80.84 | 98.73 | |
| SelecMix2026.05 | 76.28 | 72.84 | 74.56 | 82.92 | 61.31 | |
| DisEnt2026.05 | 73.36 | 94.16 | 83.76 | 78.64 | 87.88 | |
| LfF2026.05 | 72.6 | 89.76 | 81.18 | 78.96 | 82.68 | |
| DeNetDM2026.05 | 70.78 | 98.46 | 84.62 | 75 | 98.89 | |
| BiasAdv2026.05 | 68.13 | 97.33 | 82.73 | 73.6 | 97.26 | |
| LfF+BE2026.05 | 68.06 | 77.06 | 72.56 | 84.93 | 69.6 |