Slice discovery and debiasing on CelebA
91.3Worst-Group AccuracyDEXTER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEXTERWeights=true, Data=false, GT=false2026.03 | 91.3 | 91.7 | |
| DRO B2TWeights=false, Data=true, GT=false2026.03 | 90.4 | 93.2 | |
| UNBOXWeights=false, Data=false, GT=false2026.03 | 90.01 | 90.91 | |
| DROWeights=true, Data=true, GT=true2026.03 | 90 | 93.3 | |
| LADDERWeights=false, Data=true, GT=false2026.03 | 89.2 | 89.8 | |
| CNCWeights=true, Data=true, GT=false2026.03 | 88.8 | 89.9 | |
| JTTWeights=true, Data=true, GT=false2026.03 | 81.5 | 88.1 | |
| LfFWeights=true, Data=true, GT=false2026.03 | 77.2 | 85.1 | |
| GEORGEWeights=true, Data=true, GT=false2026.03 | 54.9 | 94.6 | |
| ERMWeights=true, Data=true, GT=false2026.03 | 47.7 | 94.9 |