Classification on CelebA Target: a, Sensitive: m v1 (test)
14.8Equal OpportunityFSCL†
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FSCL†representation_learning=no target class labels2022.03 | 14.8 | 74.6 | |
| SimCLR + GRLrepresentation_learning=unsupervised, fairness_mechanism=gradient reversal layer2022.03 | 21.9 | 72.3 | |
| SimCLRrepresentation_learning=unsupervised2022.03 | 29.4 | 75.7 |