Classification on CelebA (Target: b, Sensitive: m v1, test)
0.061Equality of OpportunityFSCL†
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FSCL†representation_learning=no target class labels2022.03 | 0.061 | 80.8 | |
| SimCLR + GRLrepresentation_learning=unsupervised, fairness_mechanism=gradient reversal layer2022.03 | 0.137 | 82.3 | |
| SimCLRrepresentation_learning=unsupervised2022.03 | 0.164 | 82 |