Face Unlearning on CelebA (forget set, test)
98.2AccuracyOriginal
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OriginalBackbone=IResNet-50, Pretrained=InsightFace2025.12 | 98.2 | 0.615 | |
| Contrastive Unlearning2025.12 | 98.17 | 0.581 | |
| Lipschitz Unlearninglambda_retain=0.052025.12 | 56.63 | 0.561 | |
| Boundary Shrinklearning rate=1e-52025.12 | 5.33 | 0.255 | |
| Hard Dispersion Losslearning rate=1e-4, margin m=0.22025.12 | 1.33 | 0.086 | |
| Dispersion Losslearning rate=1e-4, margin m=0.22025.12 | 0.8 | 0.089 | |
| Gradient Ascentlearning rate=1e-52025.12 | 0.57 | 0.605 | |
| Random Labelinglambda_retain=12025.12 | 0 | 0.615 |