Image Classification on BFFHQ bias-conflicting (test)
76.8AccuracyDPR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DPR2024.11 | 76.8 | — | |
| LC2024.11 | 70.6 | — | |
| PGD2024.11 | 70.07 | — | |
| DFA2024.11 | 66 | — | |
| DCWPRatio (%)=0.5, Bias Supervision=false2022.10 | 60.35 | — | |
| EnDRatio (%)=0.5, Bias Supervision=true2022.10 | 59.8 | — | |
| BiaSwap2021.08 | 58.87 | — | |
| LfFRatio (%)=0.5, Bias Supervision=false2022.10 | 56.5 | — | |
| JTT2024.11 | 56.13 | — | |
| ERM2024.11 | 55.93 | — | |
| LfF2021.08 | 55.61 | — | |
| DisEntRatio (%)=0.5, Bias Supervision=false2022.10 | 55.5 | — | |
| RebiasRatio (%)=0.5, Bias Supervision=true2022.10 | 54.9 | — | |
| MRMRatio (%)=0.5, Bias Supervision=false2022.10 | 54.75 | — | |
| ReBias2021.08 | 53.66 | — | |
| ERMRatio (%)=0.5, Bias Supervision=false2022.10 | 52.25 | — | |
| Vanilla2021.08 | 51.03 | — | |
| CnC2025.08 | — | 63.1 | |
| ERM2025.08 | — | 57 | |
| JTT2025.08 | — | 62.2 | |
| LfF2025.08 | — | 62.2 | |
| SupER2025.08 | — | 62.8 |